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The Kill Chain Is Obsolete When Your AI Agent Is the Threat

The Kill Chain Is Obsolete When Your AI Agent Is the Threat

Mar 25, 2026 SaaS Security / Artificial Intelligence
In September 2025, Anthropic disclosed that a state-sponsored threat actor used an AI coding agent to execute an autonomous cyber espionage campaign against 30 global targets. The AI handled 80-90% of tactical operations on its own, performing reconnaissance, writing exploit code, and attempting lateral movement at machine speed. This incident is worrying, but there's a scenario that should concern security teams even more: an attacker who doesn't need to run through the kill chain at all, because they've compromised an AI agent that already lives inside your environment. One that already has the access, the permissions, and a legitimate reason to move across your systems every day. A Framework Built for Human Threats The traditional cyber kill chain assumes attackers have to earn every inch of access. It's a model developed by Lockheed Martin in 2011 to describe how adversaries move from initial compromise to their ultimate objective, and it's shaped how secu...
Russian Hacker Sentenced to 2 Years for TA551 Botnet-Driven Ransomware Attacks

Russian Hacker Sentenced to 2 Years for TA551 Botnet-Driven Ransomware Attacks

Mar 25, 2026 Cybercrime / Ransomware
The U.S. Department of Justice (DoJ) said a Russian national has been sentenced to two years in prison for managing a botnet that was used to launch ransomware attacks against U.S. companies. Ilya Angelov, 40, of Tolyatti, Russia, was also fined $100,000. Angelov, who went by the online aliases "milan" and "okart," is said to have co-managed a Russia-based cybercriminal group known as TA551 (aka ATK236, G0127, Gold Cabin, Hive0106, Mario Kart, Monster Libra, Shathak, and UNC2420 ) between 2017 and 2021. "Angelov's group built a network of compromised computers (a 'botnet') through distribution of malware-infected files attached to spam emails," the DoJ said. "Angelov and his co-manager then monetized this botnet by selling access to individual compromised computers ('bots')." According to the sentencing memorandum , the threat group developed programs to distribute spam email and refined malware to bypass security tools...
Device Code Phishing Hits 340+ Microsoft 365 Orgs Across Five Countries via OAuth Abuse

Device Code Phishing Hits 340+ Microsoft 365 Orgs Across Five Countries via OAuth Abuse

Mar 25, 2026 Identity Security / Threat Intelligence
Cybersecurity researchers are calling attention to an active device code phishing campaign that's targeting Microsoft 365 identities across more than 340 organizations in the U.S., Canada, Australia, New Zealand, and Germany. The activity, per Huntress, was first spotted on February 19, 2026, with subsequent cases appearing at an accelerated pace since then. Notably, the campaign leverages Cloudflare Workers redirects with captured sessions redirected to infrastructure hosted on a platform-as-a-service (PaaS) offering called Railway, effectively turning it into a credential harvesting engine. Construction, non-profits, real estate, manufacturing, financial services, healthcare, legal, and government are some of the prominent sectors targeted as part of the campaign.  "What also makes this campaign unusual is not just the device code phishing techniques involved, but the variety of techniques observed," the company said. "Construction bid lures, landing page code...
cyber security

Shadow AI Agents Are Multiplying. Here's How to Find and Secure Them

websiteNudge SecuritySaaS Security / AI Security
Learn how eight common discovery approaches work, what they find, and what they don’t.
cyber security

Gartner: 70% of SOCs Will Pilot AI Agents. Only 15% Will See Results

websiteProphet SecurityAI SOC / Cybersecurity
Here are Gartner’s key questions to ask when pressure-testing AI SOC vendors in production.
FCC Bans New Foreign-Made Routers Over Supply Chain and Cyber Risk Concerns

FCC Bans New Foreign-Made Routers Over Supply Chain and Cyber Risk Concerns

Mar 25, 2026 Network Security / Data Protection
The U.S. Federal Communications Commission (FCC) said on Monday that it was banning the import of new, foreign-made consumer routers, citing "unacceptable" risks to cyber and national security. The action was designed to safeguard Americans and the underlying communications networks the country relies on, FCC Chairman Brendan Carr said in a post on X. The development means that new models of foreign-produced routers will no longer be eligible for marketing or sale in the U.S. The move comes in the wake of a national security determination provided by Executive Branch Agencies, Carr added. To that end, all consumer-grade routers manufactured in foreign countries have been added to the Covered List , unless they have been granted a Conditional Approval by the Department of War (DoW) or the Department of Homeland Security (DHS) after determining that they do not pose any risks. As of writing, the approved list only includes drone systems and software-defined radios (SDRs) ...
TeamPCP Backdoors LiteLLM Versions 1.82.7–1.82.8 via Trivy CI/CD Compromise

TeamPCP Backdoors LiteLLM Versions 1.82.7–1.82.8 via Trivy CI/CD Compromise

Mar 24, 2026 Cloud Security / Malware
TeamPCP , the threat actor behind the recent compromises of Trivy and KICS, has now compromised a popular Python package named litellm , pushing two malicious versions containing a credential harvester, a Kubernetes lateral movement toolkit, and a persistent backdoor. Multiple security vendors, including Endor Labs and JFrog , revealed that litellm versions 1.82.7 and 1.82.8 were published on March 24, 2026, likely stemming from the package's use of Trivy in their CI/CD workflow. Both the backdoored versions have since been removed from PyPI. "The payload is a three-stage attack: a credential harvester sweeping SSH keys, cloud credentials, Kubernetes secrets, cryptocurrency wallets, and .env files; a Kubernetes lateral movement toolkit deploying privileged pods to every node; and a persistent systemd backdoor (sysmon.service) polling 'checkmarx[.]zone/raw' for additional binaries," Endor Labs researcher Kiran Raj said. As observed in previous cases, the ha...
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