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Staying Ahead of Adversarial AI Through Agentic Source Code Review

Written by: Alex Tselevich, Michael Maturi Introduction Adversarial misuse of AI has increased the risk of data theft and extortion events, because when proprietary source code is exposed, defenders must scramble to identify and patch vulnerabilities while attackers deploy machine-speed AI tools against them. By structuring the analysis process, enforcing skeptical validation steps, and injecting domain-specific human expertise directly into the pipeline, we’ve achieved a leap in efficacy. Comb…

AI "Mind Viruses" Can Spread Between Agents Through Persistent Prompt Files

Security researchers at Anthropic and Switzerland's EPFL have demonstrated that self-propagating payloads can spread from one artificial intelligence (AI) agent to the next through the editable system prompt files that autonomous agent harnesses use to carry state between sessions. The work, released as a preprint on August 10, 2026, tests the technique in a simulated six-agent coding

Hugging Face Breach Raises Big Questions About AI Security Controls

Adam Shostack, president of Shostack & Associates and an affiliate professor at the University of Washington, talks with the Dark Reading News Desk about why he was "blown away" by OpenAI's revelations regarding the Hugging Face attack.

How MCP Servers Can Expose Enterprise Secrets

MCP servers can expose enterprise secrets through plaintext configuration files, over-permissioned access and prompt injection, often before security teams even know the server is running. As more organizations adopt AI agents into their systems, that exposure can silently become a major gap in MCP server security. The Model Context Protocol (MCP) allows AI agents to reach the tools and data,

Operation ASTERIX: Anatomy of a Crypto Fraud Pipeline

Operation ASTERIX overviewRapid7 researchers identified an exposed web directory on infrastructure used to support a cryptocurrency fraud operation. The server contained raw phone-number datasets, account-validation tools, enriched lead records, phishing panels, voice-dialing scripts, fake wallet applications, persistence mechanisms, and Telegram exfiltration code. Among the artifacts was evidence that the operator relied on AI coding assistants throughout the campaign's development; recovered …

Invisible AI Prompts Trigger Court Sanctions

A litigant hid AI prompt injections in a court filing to influence a ruling. The judge caught it and banned him from electronic filing. A man suing the New York Bariatric Group reportedly hid AI prompt in a court filing, instructing any AI system that read it to rule in his favor. The July 26 […]

Africa’s Cybersecurity Challenge Is Bigger Than Access to Technology

Gopan Sivasankaran is Rapid7's Regional Director, Middle East & Africa.Across Egypt, Nigeria, and Kenya, organizations are expanding their use of cloud infrastructure, artificial intelligence, digital services, and connected operations. But more technology does not automatically create stronger security operations; many security teams are not short on data, but rather on time, context, and specialist capacity.As environments expand, the challenge is no longer finding another security product. I…

Africa’s Cybersecurity Challenge Is Bigger Than Access to Technology

Gopan Sivasankaran is Rapid7's Regional Director, Middle East & Africa.Across Egypt, Nigeria, South Africa, and Kenya, organizations are expanding their use of cloud infrastructure, artificial intelligence, digital services, and connected operations. But more technology does not automatically create stronger security operations; many security teams are not short on data, but rather on time, context, and specialist capacity.As environments expand, the challenge is no longer finding another secur…

SECURITY AFFAIRS MALWARE NEWSLETTER ROUND 110

Security Affairs Malware newsletter includes a collection of the best articles and research on malware in the international landscape Malware Newsletter Kimsuky Integrates AI into Attack Operations, From AI-Generated Decoy Documents to a Local LLM ShieldBreak – August 2026 disclosure Kimwolf v7: An Evolution of the Kimwolf Botnet CISA, FBI and Partners Warn Organizations of […]

The Agentic AI threat cluster: Seven incidents, three actors, and what they mean for your exposure

Tenable’s Research Special Operations (RSO) team has been tracking a cluster of agentic AI threat activity since late July 2026. The Taiwan autonomous AI cyber attack confirmed what the cluster data already showed: near-autonomous offensive AI has crossed from theoretical risk to operational reality.Key TakeawaysTaiwan's Ministry of Digital Affairs confirmed a near-autonomous AI cyber attack in July 2026 in which autonomous agents mapped 21 connected government systems, compromised 85 accounts,…

Cyera's Oasis Security Buy Is All About AI Agent Control

The $1 billion deal aims to converge data security and identity into a single control plane for agents, with privileged access redefined around business context rather than static roles.

Cybercriminals Turn to Indirect Prompt Injection Attacks

Shaping the NVD for the Future: We Need Your Feedback on AI-Enabled Vulnerability Management

For over two decades, the NIST National Vulnerability Database (NVD) has served as the U.S. government repository for standards-based vulnerability management data and as a foundational resource for cybersecurity risk analysis, vulnerability management, compliance automation, and software security. New Opportunities for the NVD via Automation Our cybersecurity landscape is changing dramatically and is being reconfigured by artificial intelligence (AI) in unique, exciting, and yes, sometimes cha…

Researchers Disclose AI-Assisted SharePoint Exploit Chain Reaching Unauthenticated RCE

Security researchers found a way to enter Microsoft SharePoint servers as any user, including an administrator, with no valid account. A significant part of the work that found it was done through an AI agent. The flaw, tracked as CVE-2026-55040 (CVSS 9.1), affects SharePoint Server Subscription Edition, SharePoint Server 2019, and SharePoint Server 2016. Microsoft's

'GhostJacking' Exposes Identity Governance Gaps in AI Agents

New research shows how attackers can use security alerts and blocked events to manipulate and hijack AI agents.

Kimsuky Builds Offline AI Stack to Boost Phishing and Automate Malware Development

North Korea's state hackers are no longer content to type prompts into public chatbots. One of the country's main espionage groups has begun running artificial intelligence (AI) offline on its own servers, connecting document-search tools to files in its possession, and collecting the software parts needed to build AI into its malware. South Korean security firm Genians says it uncovered the

OpenAI's Next AI Model Astra Shows Cyber Performance Strong Enough to Trigger Pause

OpenAI has announced that it's pausing some "internal activities" involving its upcoming artificial intelligence (AI) model Astra after an internal evaluation found it had made significant advancements in agentic coding and cybersecurity. In response to the discovery, the AI upstart said it's implementing security controls for higher-capability models and associated activities, such as isolated

Atlassian Rovo Can Be Tricked Into Sending Jira and Confluence Data to Attackers

Attacker-controlled instructions can make Atlassian's Rovo assistant collect Jira or Confluence data that a signed-in user can access, then send it to an outside server. Two security firms found that behavior independently, by different routes. Only one of those routes is confirmed closed. PromptArmor, an AI security firm, hid the instructions in content Rovo reads. It said an uploaded file was

Agentic AI for cyber defenders: What security teams built at Black Hat USA 2026

Agentic AI armed attackers first, but it also put real building power in defenders’ hands. Here’s what security practitioners built in two days at Black Hat USA 2026, and how the CyberAgents Exchange keeps that work compounding long after the event.Key takeawaysBuilding defensive cybersecurity tooling no longer requires a developer. Agentic tooling drove the cost of finding and exploiting a vulnerability down to 1990s levels; it also removed the engineering barrier that kept defenders from buil…

AI-Assisted HTTP Terminator Finds Novel HTTP Desync Techniques and Apache Zero-Day

PortSwigger says HTTP Terminator, an artificial intelligence (AI)-assisted research system built by James Kettle, generated and proved new HTTP desynchronization techniques after exploring 30,000 candidate desync vectors. PortSwigger said a separate human-guided discovery cascade also exposed a zero-day in Apache Traffic Server. Kettle said HTTP Terminator tested 30,000 websites where

Déjà Vu? Meta's AI Escapes Testing Lab in Hacking Joyride

In the span of three weeks, OpenAI, Anthropic, and Meta have all disclosed AI agent sandbox escape events affecting real organizations.

AI Sends Global Crime Syndicates Into Fraud Nirvana

Organized crime is convincingly scamming at scale, making billions thanks to AI-enabled voice cloning, deepfake real-time video overlays, LLM-driven persona management, and automated translation.

No Perfect Fix for AI Browser Prompt Injection Flaws

AI browsers from top vendors remain vulnerable to prompt injection attacks despite multiple security guardrails, according to new research.

Flaws in Google APK for Python Unlock Agent-to-Agent Attack

Google has fixed the issues, which exploited a trust boundary between two AI agents with different privilege levels to trigger automation that could compromise the supply chain.

Advance Zero Trust for AI: New tools and guidance to secure AI agents and DevSecOps

Microsoft expands its Zero Trust for AI strategy to enhance security for AI and DevSecOps environments with new tools and guidance. The post Advance Zero Trust for AI: New tools and guidance to secure AI agents and DevSecOps appeared first on Microsoft Security Blog.

Chinese Actor Weaponizes Deepseek AI Agent to Attack Security Firm

Researchers intercepted and investigated the model, which was attempting to compromise more than 1,200 hosts for proxyjacking to launch further attacks.

30 days with Claude Mythos Preview: How Tenable adapted our security program, and why yours is next

Tenable spent 30 days running frontier AI models against our own code. It didn’t just find bugs — it proved they’re real, with reproducible exploits. That fundamentally changes code security from ranking potential code defects to a much higher signal focused on the findings that matter. Read on to learn how it reshaped our security team's work, what it cost, and why your program is next.Key takeaways:Now code security starts with proof, not suspicions. Frontier AI instantly builds working explo…

Rapid7 at Black Hat USA 2026: See preemptive security in action

Black Hat USA returns to Mandalay Bay in Las Vegas this August, bringing together security practitioners, researchers, and leaders from around the world. Rapid7 will be there in the Business Hall, with new capabilities, live demonstrations, expert-led sessions, and two days of activities at the Border Grill.This year, our focus is preemptive security: helping security teams anticipate credible risk, respond at machine speed, and maintain an accurate view of their security and compliance posture…