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Hiding Malware in ML Models

Schneier on Security

Interesting research: “EvilModel: Hiding Malware Inside of Neural Network Models” Abstract: Delivering malware covertly and detection-evadingly is critical to advanced malware campaigns. In this paper, we present a method that delivers malware covertly and detection-evadingly through neural network models.

Malware 363
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CrowdStrike 2025 Global Threat Report: 51-Second Breaches Shake Cybercrime

eSecurity Planet

Notably, 79% of detections were malware-free a reminder that modern adversaries often bypass traditional antivirus defenses by leveraging innovative, non-malware techniques. The report details how threat actors harness automation, artificial intelligence, and advanced social engineering to scale their operations.

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Hiding Malware inside a model of a neural network

Security Affairs

Researchers demonstrated how to hide malware inside an image classifier within a neural network in order to bypass the defense solutions. Researchers Zhi Wang, Chaoge Liu, and Xiang Cui presented a technique to deliver malware through neural network models to evade the detection without impacting the performance of the network.

Malware 139
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EDR vs EPP vs Antivirus: Comparing Endpoint Protection Solutions

eSecurity Planet

Endpoint protection solutions safeguard network endpoints against cyberthreats using a selection of management tools, including endpoint detection and response (EDR), endpoint protection platform (EPP), and antivirus (AV). AV software blocks malware, EPP passively prevents threats, and EDR actively mitigates network attacks.

Antivirus 117
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4 Best Antivirus Software of 2021

eSecurity Planet

What’s the best antivirus software? With the rise in malware and ransomware and a growing reliance on the internet, antivirus solutions are critical for protecting your data and applications. Top 4 antivirus software. Protection against sophisticated malware and zero-day attacks. Bitdefender. Encryption.

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National Consumer Protection Week: Keeping your personal data safe in a digitally connected world

Webroot

Financial fraud With the advent of artificial intelligence (AI), financial fraud tactics are growing more sophisticated, and sadly, they often target older people. Antivirus protection Software that protects against viruses and malware. Password managers Automatically generate and store strong passwords.

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Protecting Oil and Gas Industry Infrastructure: Strategies for Resilience

SecureWorld News

Regularly updating and patching systems, including antivirus software, firewalls, and SCADA networks, can mitigate this risk. Lessons learned Segmentation of networks: IT and OT systems must be isolated to prevent malware from spreading. Incident response plans: Organizations should have tested recovery plans in place.