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5 Best Antiviruses for PC Gamers [{{current_year}}] (with Game Boosters)

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Short on time? Here’s the best gaming antivirus in 2021:

I tested all of the antiviruses on the market for security, performance during gameplay, and pricing — I wanted to find the ones that provide excellent anti-malware protection, don’t slow down a PC during high-performance gaming, and offer a good value for all types of gamers.

Most of the top-tier antivirus programs have some kind of a gaming mode in their internet security packages, but typical gaming modes only suspend virus scans and notifications so your gaming experience isn’t interrupted by notifications and CPU-intensive scanning. This is pretty useful, but there are some additional tools that the best antiviruses use to improve performance for PC gamers, such as:

  • Cloud-based scanning — Runs scans from “the cloud” to keep your CPU free for games. Keeps an antivirus from hogging the CPU during scans.
  • Game boosters — Reallocates background processes so that your CPU can focus on running games. Actually makes your computer run faster.
  • Device cleaning — Removes junk files, cached files, and background processes to free up space. Frees up RAM and memory to improve system performance.

I only found a couple of antivirus programs which provide some combination of these performance optimizing features. Whether you’re looking for a full security suite for your family, a performance-boosting beast without additional security features, or a super-lightweight cloud-based antivirus package, you’ll find what you’re looking for on this list.

Quick summary of the best antiviruses for gaming in 2021:

How I Picked the Top 5 Antiviruses for Gaming in 2021

I tested all of the antiviruses on my budget gaming rig, which includes a 1 TB Intel SSD, Ryzen 3 3300X CPU, and Nvidia GTX 1660 Super GPU. I’m mostly playing Apex Legends and Destiny 2: Beyond Light these days, so I tested each product by using low, medium, and high graphics settings with each game.

  • Protection. I looked at the depth of the malware database, the strength of the protection offered in different gaming modes, and the effectiveness of active scanning engines to find which programs were actually protecting me and which ones were just pretending to.
  • Optimization. By measuring framerates, connection speeds, RAM usage, and CPU usage, I was able to determine which programs put the least strain on my CPU’s performance — I even found a couple which enhanced my PC’s performance!
  • Ease of use. I looked for intuitive layouts, helpful submenus, and responsive tech support that could help when something goes wrong. I also made sure that all the programs on this list were easy to use, even for users who aren’t too tech-savvy.
  • Extra features. I tested out features like game boosters, webcam protection, VPNs, and parental controls to make sure that each product’s additional features were genuinely useful and added to the functionality of the program.
  • Good value. I ranked the cost of each program against the amount of quality features offered. I gave bonus points to programs that cover multiple devices, have good deals for first-time buyers, and offer money-back guarantees.

Top Brands That Didn’t Make The Cut:

  • Bitdefender. Bitdefender was really close to making my list. It’s always running in Autopilot mode, which means you’re never going to be interrupted while gaming, and there are three different gaming modes, which means a lot of customization. The main factor keeping Bitdefender off my list is the price — there are cheaper products out there with similar features. But there’s a great 30-day free trial which you can take advantage of and see if Bitdefender’s right for you.
  • Avast/AVG. A lot of sites are paid to recommend Avast and AVG, but after we found out about the credible allegations that both companies steal and sell user data, we couldn’t continue to support them on our site. You can read more about our decision here.
  • TotalAV. TotalAV’s antivirus suite comes with an excellent malware scanner, a fast VPN, and good performance optimization tools which clear out junk files and organize running processes to significantly improve CPU speed (great for users with old and buggy PCs). Unfortunately, TotalAV’s gaming mode isn’t as advanced as the other programs on my list.

🥇1. BullGuard — Best Overall Gaming Antivirus in 2021

🥇1. <a href="https://www.safetydetectives.com/go/vendor/gamer/663/?post_id=807&alooma_btn_name=Affiliate+Link+-+363563" title="BullGuard" rel="nofollow noopener" target="_blank" data-btn-name="Affiliate Link - 363563" data-btn-indexed="1">BullGuard</a> — Best Overall Gaming Antivirus in 2021

BullGuard is my favorite gaming antivirus — it provides protection against all types of malware (100% perfect detection score in my tests) and comes with an excellent game booster that optimizes memory usage and reroutes background apps, significantly improving gaming performance.

I tested BullGuard’s game booster while running Destiny 2, and the results honestly shocked me — my frame rate increased, my load times were faster, and I didn’t have any of the shudders and screen tearing that I usually see on higher graphic settings!

BullGuard is also a great choice for gamers because it has:

  • Customizable game profiles.
  • Automatic scan and notification suspension.
  • System tune-up tools.

I think it’s pretty cool that BullGuard offers custom game profiles which automatically adjust what files to scan, which programs to let through the firewall, and which ports to connect to depending on the game you’re playing. These profiles are automatically updated for major releases, and it’s also pretty simple to adjust the settings for games that aren’t in BullGuard’s directory.

One of my favorite things about BullGuard is that its game booster is available even in the lowest pricing tier — while some competitors like McAfee charge extra for a gamer-specific antivirus, BullGuard has made its gamer-friendly product accessible even to users on a budget.

Other than the game booster, BullGuard’s cheapest Antivirus plan also has a malware scanner and coverage for 1 device. BullGuard Internet Security adds a firewall, parental controls, cloud backup, and coverage for multiple devices, and BullGuard Premium Protection also has a network scanner and identity theft protections.

Bottom Line:

BullGuard is my favorite antivirus for gaming in 2021. BullGuard has a really good malware scanner, an excellent game booster mode which speeds up CPU performance, customizable game profiles which adjust the program’s settings depending on the game you’re playing, and system tune-up tools. BullGuard’s malware scanner and game booster are both available with the cheapest Antivirus plan, but upgrading to BullGuard Premium Protection also gets you Wi-Fi scanning, identity theft protection, and parental controls. All of BullGuard’s plans come with a 30-day money-back guarantee.

Visit BullGuard

Read the full BullGuard review >

🥈2. Norton — Best Internet Security Suite for Gamers

🥈2. <a href="https://www.safetydetectives.com/go/vendor/gamer/210/?post_id=807&alooma_btn_name=Affiliate+Link+-+363570" title="Norton" rel="nofollow noopener" target="_blank" data-btn-name="Affiliate Link - 363570" data-btn-indexed="1">Norton</a> — Best Internet Security Suite for Gamers

Norton 360 for Gamers provides one of the best anti-malware engines on the market, comprehensive web protections, and some really cool perks for gamers.

Norton 360 for Gamers flagged down 100% of the malware that I threw at it (Norton is ranked #1 for best antivirus in 2021), and it didn’t have any effect on my frame rate, load times, or RAM usage during gaming.

I also liked that Norton automatically suspended scans and notifications during gaming sessions, so I didn’t have to worry about toggling a gaming mode off or on.

I’m also a huge fan of Norton’s dark web monitoring feature which scans breach databases and dark web forums to make sure your financial information, passwords, emails, and even your gamertag haven’t been leaked to hackers.

If your kids are into gaming, Norton’s parental controls are some of the best on the market — they let you monitor and schedule usage, set limits on devices or even specific apps, and block sensitive online content to help keep your kids safe. I used Norton to ensure that my kids were working during school hours, unlocking all of their games only after dinner on school nights.

While Norton 360 for Gamers doesn’t provide a game booster like BullGuard, it’s still a great choice for gamers who want to keep their devices as secure as possible without diminishing CPU performance.

Bottom Line:

Norton 360 for Gamers is the best internet security suite on the market — its antivirus engine detected all of my test malware, and I barely noticed its impact on my PC’s performance. During gaming sessions, Norton automatically limits notifications and scans to avoid interrupting gameplay. And with great family protections, dark web monitoring, and a lot of other useful features, Norton is one of the most full-featured programs on this list. All of Norton’s plans come with a 60-day money back guarantee.

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Read the full Norton review >

🥉 3. McAfee — Best for High-Performance Gaming

🥉 3. <a href="https://www.safetydetectives.com/go/vendor/gamer/203/?post_id=807&alooma_btn_name=Affiliate+Link+-+363575" title="McAfee" rel="nofollow noopener" target="_blank" data-btn-name="Affiliate Link - 363575" data-btn-indexed="1">McAfee</a> — Best for High-Performance Gaming

McAfee Gamer Security is a streamlined, easy-to-use gaming antivirus that does a great job at optimizing CPU performance. McAfee uses a cloud-based scanning engine — which barely affects system performance — and it performed really well in my standard series of tests, catching 100% of the malware files I placed on my gaming PC.

McAfee also includes a performance boosting feature that works a lot like BullGuard’s game booster. While I think BullGuard’s game booster is a bit better, I was pleasantly surprised to see that McAfee also enhanced my computer’s frame rate during gaming.

McAfee Gamer Security also comes with a performance monitoring tool which is basically the Windows Task Manager on steroids — it displays live specs about frame rate, CPU and GPU usage, RAM, and internet strength. McAfee also records these metrics so you can go back and analyze what factors are influencing your PC’s performance over time.

I’m a huge fan of McAfee Gamer Security. Its only downside is that it lacks a lot of the special features that make McAfee’s other packages great, like a VPN, smart firewall, identity theft protections, and parental controls. That said, less die-hard gamers will be satisfied with McAfee Total Protection, which provides more security features and still includes an automatic game mode.

Bottom Line:

McAfee Gamer Security provides a streamlined cloud-based antivirus scanner, plus performance monitoring and optimization tools tailored for high-end PCs. I really like how detailed the performance monitoring features are, and I also like how easy it makes tracking and monitoring different factors like GPU usage, frame rate, and RAM. While McAfee Gamer Security is a really good choice for avid gamers, users looking for a full-featured antivirus should go with for McAfee Total Protection. All McAfee purchases come with a 30-day money back guarantee.

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Read the full McAfee review >

4. Avira — Best Free Lightweight Antivirus

<a href="https://www.safetydetectives.com/go/vendor/free-windows/191/?post_id=807&alooma_btn_name=Affiliate+Link+-+220227" title="Avira" rel="nofollow noopener" target="_blank" data-btn-name="Affiliate Link - 220227" data-btn-indexed="1">Avira</a> — Best Free Lightweight Antivirus

Avira Free Security is a secure, cloud-based antivirus with a simple game mode.

During my tests, Avira’s antivirus engine detected all of the malware files on my PC, and the game mode automatically kicked in whenever I started playing a game, suspending notifications and closing background apps.

Avira is the only antivirus on this list that has a gaming mode in its free plan. I don’t normally recommend free antivirus programs, but Avira Free Security for Windows is a decent choice for gamers, plus it comes with a range of useful features, such as:

  • Safe browsing and shopping extension.
  • System tune-up tools.
  • VPN (500 MB monthly limit).
  • Password manager.

I was really impressed with Avira’s safe browsing and shopping extension — it blocked annoying ads from YouTube, eliminated web trackers, and even recommended deals for products I was shopping for — including games and gaming accessories.

Avira Free Security is a surprisingly good free antivirus, but I still recommend most gamers check out Avira Prime, which adds a really good game booster, a VPN with unlimited data, multi-device coverage, and password and online account breach monitoring.

Bottom Line:

Avira’s cloud-based malware scanner is great for gamers — it barely takes up any CPU power while still providing 100% malware protection for your devices. Avira’s free antivirus includes a simple game mode, an excellent ad-blocking web extension, and good system tune-up tools. Users looking for a VPN with unlimited data, multi-device coverage, and game booster should upgrade to Avira Prime, which also comes with a 30-day money back guarantee.

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Read the full Avira review >

5. Kaspersky — Most Extra Features for Gaming

<a href="https://www.safetydetectives.com/go/vendor/gamer/202/?post_id=807&alooma_btn_name=Affiliate+Link+-+363581" title="Kaspersky" rel="nofollow noopener" target="_blank" data-btn-name="Affiliate Link - 363581" data-btn-indexed="1">Kaspersky</a> — Most Extra Features for Gaming

Kaspersky has everything I expect to see in a premium antivirus suite for gamers — it has a good anti-malware scanner, an automatic game mode, and a variety of internet security protections.

Kaspersky’s malware scanner detected every single malware file in my testing, including advanced ransomware and spyware.

I also like Kaspersky’s gaming mode that turns on automatically in full-screen mode, suspending notifications and scans. However, Kaspersky’s gaming mode doesn’t offer the same level of customization and performance optimization as BullGuard, Norton, and McAfee.

Kaspersky also comes with additional features like:

  • Online shopping and banking protection.
  • Password manager.
  • VPN (200 MB per day).
  • PC clean-up tools.

Kaspersky Anti-Virus is a decent choice for gamers looking to protect only Windows PCs, whereas users who want protection for all of their devices should consider upgrading to Kaspersky Internet Security or Kaspersky Total Protection (which also adds a password manager and parental controls).

Bottom Line:

Kaspersky is a comprehensive antivirus suite with a built-in gaming mode. Kaspersky’s gaming mode doesn’t have a lot of features, but it gets the job done. Kaspersky also has a variety of useful extra features, including online shopping and banking protection, a password manager, a VPN, and system clean-up tools. Plus, all Kaspersky purchases have a risk-free 30-day money-back guarantee.

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Read the full Kaspersky review >

Bonus: Panda — Good for Families and Newer Users

Bonus: <a href="https://www.safetydetectives.com/go/vendor/gamer/206/?post_id=807&alooma_btn_name=Affiliate+Link+-+363586" title="Panda" rel="nofollow noopener" target="_blank" data-btn-name="Affiliate Link - 363586" data-btn-indexed="1">Panda</a> — Good for Families and Newer Users

Panda is an intuitive and easy to use antivirus with a solid gaming mode and good web security protections.

Panda’s cloud-based virus scanner turned up every piece of malware I tested, including tricky rootkits and ransomware files, and it didn’t slow me down too much during a heated bout of Apex Legends.

Similar to Norton and Avira’s gaming modes, Panda’s gaming mode activated whenever I entered full screen, suspending scans and notifications to avoid slowing down my CPU. However, I was a bit disappointed to learn that Panda’s gaming mode didn’t improve PC performance during gaming.

Panda Essential has an antivirus scanner and a VPN, Panda Advanced also includes ransomware protection and parental controls, and Panda Complete adds system clean-up tools and a password manager.

Bottom Line:

Panda has cloud-based scanning that won’t slow down gameplay and an automatic gaming mode that starts running when a game starts running. Panda is a decent choice for non-technical users looking for a simple antivirus, coming with extras like a VPN, a password manager, and parental controls. You can try out Panda with a risk-free 30-day money-back guarantee.

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Read the full Panda review >

Bonus: Webroot — Best Lightweight Antivirus

Bonus: <a href="https://www.safetydetectives.com/go/vendor/gamer/214/?post_id=807&alooma_btn_name=Affiliate+Link+-+29061" title="Webroot" rel="nofollow noopener" target="_blank" data-btn-name="Affiliate Link - 29061" data-btn-indexed="1">Webroot</a> — Best Lightweight Antivirus

Webroot SecureAnywhere AntiVirus for PC Gamers is a good product for gamers looking to economize disk space. Webroot is significantly smaller than any other antivirus on the market — you only install about 4 MB of data on your computer, and the rest of the program is hosted on the cloud.

I was impressed with Webroot’s antivirus engine which scanned all of my files in a manner of minutes — most competitors take as long as a couple of hours to perform a full system scan.

Webroot doesn’t have a gaming mode, but the program barely affected my CPU and RAM usage while I was playing Destiny 2. While this is great, I’d still like to see Webroot include some type of gaming mode or other features that improve gaming performance.

Webroot SecureAnywhere Antivirus for PC Gamers also protects your webcam from malware hijacking, has good network protections, and comes with a system optimizer that automatically clears up your background files to free up RAM.

Bottom Line:

Webroot is a simple and lightweight antivirus that hardly takes up any disk space. Webroot doesn’t have a gaming mode, but it’s designed to stay in the background, so it won’t slow down your gaming sessions. You can try out Webroot with a generous 70-day money-back guarantee.

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Read the full Webroot review >


Comparison of the Best Antiviruses for Gamers

Antivirus Gaming Mode Increases CPU Speed During Gaming System Cleanup Tools Cloud-Based Scanner Parental Controls
1.🥇BullGuard Yes (with game booster) Yes Yes No Yes
2.🥈Norton Yes No Yes No Yes
3. 🥉McAfee Yes (with game booster) Yes Yes Yes No
4. Avira Yes Yes (paid version only) Yes Yes No
5. Kaspersky Yes No Yes No Yes
Bonus. Panda Yes No Yes Yes Yes
Bonus.  Webroot No No Yes Yes No

Frequently Asked Questions about Antiviruses for Gaming

🤔 Will an antivirus affect my gaming?

Most antiviruses affect gameplay, yes. Virus scans are notorious for their high-CPU load, and pop-up notifications may jump on screen at bad moments. This can cause noticeable lag and other performance glitches.

But the best gaming antiviruses won’t affect gameplay at all. These antiviruses have one or more features that keep your antivirus software and games running smoothly together, including:

  • Gaming mode. Suspends virus scans and notifications while you’re gaming.
  • Game booster. Reallocates background processes to free up CPU processor for gaming.
  • Cloud-based scanner. Doesn’t use your CPU to run scans, limiting system strain during routine scans.
  • System optimization. Cleans out junk files, speeds your bootup, and increases RAM and memory availability.

BullGuard and McAfee are the only products on my list that will actually increase your CPU performance with their game booster features. Other products on my list have automatic gaming modes and cloud-based scanners, so you won’t have to worry about a headshot being interrupted by a security notification!

🤔️ Can I just turn off my antivirus while my games are open?

You can, but hackers are expecting you to do this — gamers are a huge target for cyber attacks because of their reputation for connecting to the internet without protection.

However, there are many gaming-optimized antivirus options on the market today, so there’s no reason why you should ever turn off your antivirus, even during intense gameplay.

All of the products on this list have excellent malware scanners and game modes, so you can stay protected while gaming without any interruptions. And some antiviruses like BullGuard even provide specialized game boosters that actually improve your PC performance during gameplay.

🤔️ Are all gaming modes in antivirus software the same?

No, not really. Many of the top-tier antivirus programs now include a “game mode” which will suspend notifications and scans while you’re in full screen mode. But then there are some — like BullGuard and McAfee — which will boost your PC’s performance and actually increase your frame rate and CPU processing power.

🤔️ Is there a free antivirus that offers a gaming mode?

Yes, Avira Free Security has a simple gaming mode that closes background apps and suspends scans and notifications during gameplay. However, Avira’s free plan doesn’t have a game booster, and it lacks many other security features needed to keep you fully safe online. Avira Prime, on the other hand, also includes a game booster, a VPN with unlimited data, and coverage for multiple devices.

Source: https://www.safetydetectives.com/blog/top-best-antiviruses-for-gamers/

Big Data

Smart payment solutions make their way in Mexico

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Smart payment solutions make their way in Mexico

Paymentology and partner Intercash are launching tailor-made card issuing solutions for the digitally savvy in Mexico.

The market opportunity for FinTech in Latin America is growing year on year. The region has been able to adapt quickly to emerging technologies as payment security and financial inclusion is low. Banks are looking at newer technologies to help bridge this gap.

Mexico is in a great position as it has the highest rate of smartphone penetration in Latin America and over 45% of transactions are done by card. The country represents an exciting opportunity for FinTechs looking to offer smart payment solutions with easy-to-use functionality.

Following recent recognition by Latin America’s financial-transaction-network, PROSA, Intercash, a global payments solutions provider, and Paymentology, a leading issuer payments processor, today announced the launch of innovative card issuing solutions in Mexico to serve the growing volume of card transactions.

The partnership will see Intercash’s customers benefit from the ability to launch innovative payment solutions almost instantly with unrivalled access to data. Furthermore, this access to data at point-of-sale will empower Intercash’s customers to offer innovative real-time payment options that are personalised and meet the demands of today’s digital savvy consumer.

Using Paymentology’s cloud-native platform and PayRule.AI engine, customers will be empowered to shape consumers’ behaviour and preferences, key in today’s customer-first world. It is powered by augmented intelligence functionality which advances the authorisation process of consumer spends on credit and debit cards. Intercash’s customers will gain access to consumer spend data including transaction history retrieval, as well as a granular card scheme fee breakdown. The engine goes as far as retrieving and analysing mid-flight full card history for the approval or decline of transactions.

Shane O’Hara, CEO of Paymentology said, “We are excited to be collaborating with Intercash to help bring the latest customer-first payment solutions to Mexico, allowing millions of people the opportunity to make convenient, fast and secure payment transactions.”

Aaron Gladman, CEO of Intercash’s Card Division added, “Banks and government institutions are now looking to technology for finance and security solutions. We are delighted to be partnering with Paymentology for our initiative in launching turn-key card issuing and card management solutions into the Mexican market.

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Source: https://www.fintechnews.org/smart-payment-solutions-make-their-way-in-mexico/

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Convergence of AI, 5G and Augmented Reality Poses New Security Risks 

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By John P. Desmond, AI Trends Editor  

Some 500 C-level business and security experts from companies with over $5 billion in revenue in multiple industries expressed concern in a recent survey from Accenture about the potential security vulnerabilities posed by the pursuit of AI, 5G and augmented reality technologies all at the same time.  

Claudio Ordóñez, Cybersecurity Leader for Accenture in Chile

To properly train AI models, for example, the company needs to protect the data needed to train the AI and the environment where it is created. When the model is being used, the data in motion needs to be protected. Data cannot be collected in one place, either for technical or security reasons, or for the protection of intellectual property. “Therefore, it forces companies to insert safe learning so that the different parties can collaborate,” stated Claudio Ordóñez, Cybersecurity Leader for Accenture in Chile, in a recent account in Market Research Biz.  

Companies need to extend secure software development practices, known as DevSecOps, to protect AI though the life cycle. “Unfortunately, there is no silver bullet to defend against AI manipulations, so it will be necessary to use layered capabilities to reduce risk in business processes powered by artificial intelligence,” he stated. Measures include common security functions and controls such as input data sanitization, hardening of the application and setting up security analysis. In addition, steps must be taken to snake data integrity, accuracy control, tamper detection, and early response capabilities.    

Risk of Model Extraction and Attacks on Privacy  

Machine learning models have demonstrated some unique security and privacy issues. “If a model is exposed to external data providers, you may be at risk of model extraction,” Ordóñez warned. In that case, the hacker may be able to reverse engineer the model and generate a surrogate model that reproduces the function of the original model, but with altered results. “This has obvious implications for the confidentiality of intellectual property,” he stated.  

To guard against model extraction and attacks on privacy, controls are needed. Some are easy to apply, such as rate limitations, but some models may require more sophisticated security, such as abnormal usage analysis. If the AI model is being delivered as a service, companies need to consider safety controls in place in the cloud service environment. “Open source or externally generated data and models provide attack vectors for organizations,” Ordóñez stated, because attackers may be able to insert manipulated data and bypass internal security.   

Asked how their organizations are planning to create the technical knowledge needed to support emerging technologies, most respondents to the Accenture survey said they would train existing employees (77%), would collaborate or partner with organizations that have the experience (73%), hire new talent (73%), and acquire new businesses or startups (49%).  

The time it takes to train professionals in these skills is being underestimated, in the view of Ordóñez. In addition, “Respondents assume that there will be vast talent available to hire from AI, 5G, quantum computing, and extended reality, but the reality is that there is and will be a shortage of these skills in the marketplace,” he stated. “Compounding the problem, finding security talent with these emerging tech skills will be even more difficult,” he stated.  

Features of 5G technology raise new security issues, including virtualization that expands the attack surface and “hyper-accurate” tracking of attack locations, increasing privacy concerns for users. “Like the growth of cloud services, 5G has the potential to create shadow networks that operate outside the knowledge and management of the company,” Ordóñez stated.  

Device registration must include authentication to handle the enterprise attack surface. Without it, the integrity of the messages and the identity of the user cannot be assured,” he stated. Companies will need the commitment of the chief information security officer (CISO) to be effective. “Success requires significant CISO commitment and expertise in cyber risk management from the outset and throughout the day-to-day of innovation, including having the right mindset, behaviors and culture to make it happen.”  

Augmented reality also introduces a range of new security risks, with issues of security around location, trust recognition, the content of images and surrounding sound, and “content masking.” In regard to this, “The command “open this valve” can be directed to the wrong object and generate a catastrophic activation,” Ordóñez suggested.  

Techniques to Guard Data Privacy in 5G Era 

Jiani Zhang, President, Alliance and Industrial Solution Unit, Persistent Systems

Data privacy is one of the most important issues of the decade, as AI expands and more regulatory frameworks are being put in place at the same time. Several data management techniques can help organizations stay in compliance and be secure, suggested Jiani Zhang, President of the Alliance and Industrial Solution Unit at Persistent Systems, where she works closely with IBM and Red Hat to develop solutions for clients, as reported recently in The Enterprisers Project. 

Federated Learning. In a field with sensitive user data such as healthcare, the traditional wisdom of the last decade was to ‘unsilo” data whenever possible. However, the aggregation of data necessary to train and deploy machine learning algorithms has created “serious privacy and security problems,” especially when data is being shared within organizations. 

In a federated learning model, data stays secure in its environment. Local ML models are trained on private data sets, and model updates flow between the data sets to be aggregated centrally. “The data never has to leave its local environment,” stated Zhang.   

“In this way, the data remains secure while still giving organizations the ‘wisdom of the crowd,’” she stated. “Federated learning reduces the risk of a single attack or leak compromising the privacy of all the data because instead of sitting in a single repository, the data is spread out among many.”  

Explainable AI (XAI). Many AI/ML models, neural networks in particular, are black boxes whose inputs and operations are not visible to interested parties. A new area of research is explainability, which uses techniques to help bring transparency, such as decision trees representing a complex system, to make it more accountable.   

In sensitive fields such as healthcare, banking, financial services, and insurance, we can’t blindly trust AI decision-making,” Zhang stated. A consumer rejected for a bank loan, for example, has a right to know why. “XAI should be a major area of focus for organizations developing AI systems in the future,” she suggested. 

AI Ops/ML Ops. The idea is to accelerate the entire ML model lifecycle by standardizing operations, measuring performance, and automatically remediating issues. AIOps can be applied to the following three layers: 

  • Infrastructure: Automated tools allow organizations to scale their infrastructure and keep up with capacity demands. Zhang mentioned an emerging subset of DevOps called GitOps, which applies DevOps principles to cloud-based microservices running in containers.  
  • Application Performance Management (APM): Organizations are applying APM to manage downtime and maximize performance. APM solutions incorporate an AIOps approach, using AI and ML to proactively identify issues rather than take a reactive approach.  
  • IT service management (ITSM): IT services span hardware, software and computing resources in massive systems. ITSM applies AIOps to automate ticketing workflows, manage and analyze incidents, and authorize and monitor documentation among its responsibilities. 

Read the source articles in  Market Research Biz, in the related report from Accenture and in The Enterprisers Project. 

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Source: https://www.aitrends.com/ai-and-5g/convergence-of-ai-5g-and-augmented-reality-poses-new-security-risks/

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Big Data

Trussle works with HooYu to make the onboarding process easier for its customers

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Trussle works with HooYu to make the onboarding process easier for its customers

KYC and customer onboarding provider, HooYu, announced today that it is working with UK fintech and online mortgage broker, Trussle, to deliver a frictionless onboarding journey for its customers.

Committed to its vision of streamlining more of the mortgage process to provide a more convenient home financing journey for customers, Trussle chose to work with HooYu so they could implement the KYC provider’s configurable digital journey. Trussle customers are now guided through KYC, customised in Trussle branding and HooYu performs real-time validation of proof of identity documents.

The journey also asks customers to provide a selfie and delivers facial biometric comparison with their ID document. Customers can also be prompted to provide proof of address documentation from HooYu for proofing and recency checks so they can move on with their mortgage application at speed.

Founded in 2015 to create a free digital advice platform for first time buyers and homeowners alike, Trussle has supported thousands of customers with their home financing needs. Trussle combines smart technology and human expertise to make faster and more informed mortgage decisions, delivering a better experience and greater certainty for its customers.

Stephanie Marrs, VP Risk and Compliance at Trussle, commented: “Buying a home can be one of the most stressful experiences a person will go through in their lifetime. We’re passionate about improving the process that our customers experience when securing a mortgage. We’re working with HooYu to help make the onboarding journey smoother and to manage fraud risks earlier on in the customer journey.  This is another step in our commitment to providing a better mortgage experience for our customers.”

David Pope, HooYu Marketing Director, added: “At HooYu we’re dedicated to creating frictionless customer onboarding journeys with KYC processes that are configured for each customer. The integration of HooYu in the Trussle journey gives customers an even smoother digital experience in the mortgage application process.”

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Source: https://www.fintechnews.org/trussle-works-with-hooyu-to-make-the-onboarding-process-easier-for-its-customers/

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BaaS company, RubiX, announces full-scale NFT launchpad on proprietary industrial scale blockchain

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BaaS company, RubiX, announces full-scale NFT launchpad on proprietary industrial scale blockchain

RubiX, a full-scale Blockchain-as-a-Service (BaaS) and security solutions company, announces the launch of its Non-Fungible Tokens (NFT) application built on the highly-scalable RubiX blockchain backed by proprietary QR Code technology that secures, authenticates and proves ownership of digital and tangible assets.

“There’s no hotter commodity in crypto right now than NFT as the market is growing exponentially by the day. In 2020, NFT trading was worth over $250M, an increase of almost 300 percent from 2019,” says Chakradhar Kommera, Chief Technology Officer at RubiX. “We are aiming to make NFT more accessible to our enterprise partners and general consumers. The RubiX application is upending the NFT landscape with a unique irreplaceable solution that’s built on the RubiX blockchain as compared to most that are built on the Ethereum blockchain, which is susceptible to security risks and problems like theft of loss of withdrawal keys.”

Advantages of RubiX blockchain include:

  • Intelligent and minimal nodes for PoW based consensus
  • Highly-scalable and several times stronger than Bitcoin and Ethereum
  • Speed – each transaction is completed within ~250ms. Every node can process four transactions per second and the number of nodes is not capped
  • Proprietary QR Code technology that eliminates the risk of duplication of NFTs across platforms
  • Decentralized Identity (DID) token which is split non-linearly into private & public shares
  • NFTs can be launched & managed with minimal smart contract code
  • Ability to split & store private keys to not only enhance security, but also offer strong recovery mechanism

The acceleration of NFT has been fueled by the need to curb fraud and forgery in art work but is now quickly being adopted by other industries that can benefit from a non-cloneable digital certificate of authenticity. RubiX NFT is a digital asset that can be used to prove ownership of virtual and tangible goods containing distinguishing information that is easily verifiable, making it impossible to replicate. The most popular application for NFT today remains digital art, but the RubiX NFT can also be applied to industries including sports merchandise and memorabilia, luxury goods, real estate and financial institutions like asset management, insurance, payments and fintech.

RubiX Group is a global security company established in 2012 that has recently migrated all of its solutions to its own open source blockchain. In addition to NFT applications, the company is providing a suite of security solutions, Passwordless Decentralized Identifiers (DID) and blockchain solutions on RubiX patented technologies. Partners include the Sojitz Corporation, Internet Initiative Japan (IIJ), Wipro, Fingerprints, Microsoft, Axis Bank, Cognizant, First Abu Dhabi National Bank, Abu Dhabi National Oil Company (ADNOC), HCL Technologies and 20 more leading global corporations with over 40 additional clients in pipeline.

The company is planning to launch its RubiX (RBX) public chain in Q2 2021 which will be the native protocol tokens for the RubiX blockchain and available for purchase for both the enterprise and individuals looking to invest in Protocol Tokens.

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Source: https://www.fintechnews.org/baas-company-rubix-announces-full-scale-nft-launchpad-on-proprietary-industrial-scale-blockchain/

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