Expert perspectives on application security, compliance, and emerging threats
GeneralAccording to a 2024 Salesforce survey, 55% of employees reported using AI tools that hadn t been approved by their organization. This isn t just a governance gap; it s a security incident waiting to h
GeneralYou ve probably heard the pitch: AI will find vulnerabilities faster than humans can exploit them, automatically generate patches, and deploy fixes before attackers even know what hit them. It s a com
StandardsIf you re deploying AI agents that make decisions, execute code, or access production systems, you need governance controls before they go live. Microsoft s recent release of the Agent Governance Tool
IncidentWhat Happened On July 27, 2024, SSD Secure Disclosure published a working exploit for CVE-2026-61511, a pre-authentication remote code execution vulnerability in vBulletin forum software. This flaw af
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IncidentOn February 18, 2025, n8n released emergency patches for versions 2.31.5 and 2.32.1 to fix a high-severity vulnerability. This flaw allows authenticated workflow editors to escape the platform s JavaS
IncidentOn an ordinary Tuesday, your production Java application stops responding. Logs show suspicious outbound connections. You trace it back to FastJson , the JSON parsing library you ve used for years. By
GeneralAutomated dependency updates are often seen as risky, and GitHub s new three-day cooldown period in Dependabot suggests we need to slow down. The idea is to wait before adopting new package versions,
GeneralScope This guide focuses on AI-powered penetration testing systems that use large language models (LLMs) to analyze application behavior and identify context-dependent vulnerabilities. You ll discover
IncidentA development team at a mid-sized software company used an AI coding assistant to patch a known vulnerability in their authentication library. The AI generated clean, functional code that passed all u
IncidentOn December 13, 2020, FireEye disclosed that nation-state actors had compromised their red team tools. Within days, the scope widened: attackers had trojanized SolarWinds Orion software updates, turni
IncidentWhat Happened On December 17, 2024, PyPI implemented a rule blocking new file uploads to package releases older than 14 days. GitHub followed with a default three-day cooldown period in Dependabot bef
IncidentAn attacker compromised Claude Code s memory system. No credentials were stolen. No malware was deployed. Instead, the attack poisoned the AI s stored context, the preferences, workflows, and learned
IncidentMalicious versions of legitimate npm packages recently went live on the registry, but they were caught and removed within two hours. This incident led GitHub to introduce a three-day delay for Dependa
GeneralAI-generated code is often seen as less reliable than human-written code, leading security teams to add extra review processes and treat AI-generated pull requests with suspicion. This approach misses
GeneralYou can t secure what you can t see. That s the fundamental problem your security team faces with AI agents right now. According to MIND research, AI agents have slipped away from security oversight.
IncidentYour Spring Boot application uses Fastjson 1.x for JSON parsing. Threat actors are exploiting CVE-2026-16723 in the wild. The CVSS score is 9.0. As of July 25, Alibaba hasn t released a patched versio
