framework

LLMs work better together in smart contract audits

LLMs work better together in smart contract audits 2025-12-19 at 08:42 By Sinisa Markovic Smart contract bugs continue to drain real money from blockchain systems, even after years of tooling and research. A new academic study suggests that large language models can spot more of those flaws when they work in coordinated groups instead of […]

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NVIDIA research shows how agentic AI fails under attack

NVIDIA research shows how agentic AI fails under attack 2025-12-08 at 09:56 By Sinisa Markovic Enterprises are rushing to deploy agentic systems that plan, use tools, and make decisions with less human guidance than earlier AI models. This new class of systems also brings new kinds of risk that appear in the interactions between models,

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CISOs are questioning what a crisis framework should look like

CISOs are questioning what a crisis framework should look like 2025-12-03 at 07:32 By Anamarija Pogorelec CISOs increasingly assume the next breach is coming. What concerns them most is whether their teams will understand the incident quickly enough to limit the fallout. A recent report by Binalyze looks at how investigation practices are holding up

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Attackers keep finding new ways to fool AI

Attackers keep finding new ways to fool AI 2025-12-02 at 08:14 By Anamarija Pogorelec AI development keeps accelerating while the safeguards around it move on uneven ground, according to The International AI Safety Report. Security leaders are being asked to judge exposure without dependable benchmarks. Developers build layered defenses Across the AI ecosystem, developers are

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DeepTeam: Open-source LLM red teaming framework

DeepTeam: Open-source LLM red teaming framework 2025-11-26 at 07:37 By Sinisa Markovic Security teams are pushing large language models into products faster than they can test them, which makes any new red teaming method worth paying attention to. DeepTeam is an open-source framework built to probe these systems before they reach users, and it takes

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The confidence trap holding security back

The confidence trap holding security back 2025-11-20 at 07:37 By Anamarija Pogorelec Security leaders often feel prepared for a major cyber incident, but performance data shows a different reality. Teams continue to miss key steps during practice scenarios, and the gap between confidence and capability keeps growing. Findings from Immersive’s Cyber Workforce Benchmark Report show

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Protecting mobile privacy in real time with predictive adversarial defense

Protecting mobile privacy in real time with predictive adversarial defense 2025-11-14 at 09:25 By Sinisa Markovic Mobile sensors are everywhere, quietly recording how users move, tilt, or hold their phones. The same data that powers step counters and activity trackers can also expose personal details such as gender, age, or even identity. A new study

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Healthcare security is broken because its systems can’t talk to each other

Healthcare security is broken because its systems can’t talk to each other 2025-11-13 at 09:39 By Mirko Zorz In this Help Net Security interview, Cameron Kracke, CISO at Prime Therapeutics, discusses how the healthcare ecosystem can achieve cohesive security visibility. With hospitals, clinics, telehealth, and cloud partners all in the mix, maintaining visibility remains a

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A new way to think about zero trust for workloads

A new way to think about zero trust for workloads 2025-11-03 at 09:10 By Mirko Zorz Static credentials have been a weak point in cloud security for years. A new paper by researchers from SentinelOne takes direct aim at that issue with a practical model for authenticating workloads without long-lived secrets. Instead of relying on

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Everyone’s adopting AI, few are managing the risk

Everyone’s adopting AI, few are managing the risk 2025-10-17 at 08:52 By Anamarija Pogorelec AI is spreading across enterprise risk functions, but confidence in those systems remains uneven, according to AuditBoard. More than half of organizations report implementing AI-specific tools, and many are training teams in machine learning skills. Yet, few feel prepared for the

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What if your privacy tools could learn as they go?

What if your privacy tools could learn as they go? 2025-10-14 at 11:49 By Mirko Zorz A new academic study proposes a way to design privacy mechanisms that can make use of prior knowledge about how data is distributed, even when that information is incomplete. The method allows privacy guarantees to stay mathematically sound while

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From theory to training: Lessons in making NICE usable

From theory to training: Lessons in making NICE usable 2025-10-10 at 09:02 By Mirko Zorz SMBs may not have big budgets, but they are on the receiving end of many cyberattacks. A new study from Cleveland State University looked at how these companies could train staff without getting lost in the thousands of skills and

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Researchers develop AI system to detect scam websites in search results

Researchers develop AI system to detect scam websites in search results 2025-10-09 at 13:07 By Sinisa Markovic Scam websites tied to online shopping, pet sales, and other e-commerce schemes continue to cause millions in losses each year. Security tools can accurately detect fraudulent sites once they are found, but identifying new ones remains difficult. To

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A2AS framework targets prompt injection and agentic AI security risks

A2AS framework targets prompt injection and agentic AI security risks 2025-10-01 at 08:31 By Mirko Zorz AI systems are now deeply embedded in business operations, and this introduces new security risks that traditional controls are not built to handle. The newly released A2AS framework is designed to protect AI agents at runtime and prevent real-world

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CSA Unveils SaaS Security Controls Framework to Ease Complexity

CSA Unveils SaaS Security Controls Framework to Ease Complexity 2025-09-25 at 15:33 By Kevin Townsend New framework from the Cloud Security Alliance helps SaaS customers navigate the shared responsibility model with confidence. The post CSA Unveils SaaS Security Controls Framework to Ease Complexity appeared first on SecurityWeek. This article is an excerpt from SecurityWeek View

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New framework sets baseline for SaaS security controls

New framework sets baseline for SaaS security controls 2025-09-25 at 10:12 By Anamarija Pogorelec Managing security across dozens or even hundreds of SaaS apps has become a major headache. Each tool has its own settings, permissions, and logs, and most third-party risk processes only look at the vendor’s overall security, not the app itself. That

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Cybersecurity AI (CAI): Open-source framework for AI security

Cybersecurity AI (CAI): Open-source framework for AI security 2025-09-22 at 10:29 By Anamarija Pogorelec Cybersecurity AI (CAI) is an open-source framework that helps security teams build and run AI-driven tools for offensive and defensive tasks. It’s designed for anyone working in security, including researchers, ethical hackers, IT staff, and organizations that want to use AI

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Building security that protects customers, not just auditors

Building security that protects customers, not just auditors 2025-09-16 at 09:31 By Mirko Zorz In this Help Net Security interview, Nir Rothenberg, CISO at Rapyd, discusses global differences in payment security maturity and the lessons that can be learned from leading regions. He points out that good engineering usually leads to strong security, and cautions

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Can AI agents catch what your SOC misses?

Can AI agents catch what your SOC misses? 2025-09-02 at 10:45 By Mirko Zorz A new research project called NetMoniAI shows how AI agents might reshape network monitoring and security. Developed by a team at Texas Tech University, the framework brings together two ideas: distributed monitoring at the edge and AI-driven analysis at the center.

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AIDEFEND: Free AI defense framework

AIDEFEND: Free AI defense framework 2025-09-01 at 09:21 By Mirko Zorz AIDEFEND (Artificial Intelligence Defense Framework) is an open knowledge base dedicated to AI security, providing defensive countermeasures and best practices to help security pros safeguard AI and machine learning systems. Practicality is at the core of AIDEFEND. The framework is designed to be “highly

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