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Curated agentic-AI and AI-cybersecurity threats, advisories, incidents, research, and regulation. Filter by severity, type, category, pillar, and region, or search across the feed.
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Showing 12 of 12 items
Tool-poisoning: hidden instructions in MCP tool descriptions hijack agents
Researchers show that a malicious MCP server can embed adversarial instructions inside a tool's description metadata, which the host model reads as trusted context. Connected agents can be coerced into exfiltrating secrets or invoking other tools without the user ever seeing the injected text.
Coding agent leaks repo secrets after reading a poisoned issue comment
An autonomous coding agent processing a public issue tracker followed instructions hidden in a comment and pushed environment variables to an attacker-controlled endpoint. The injection succeeded because the agent treated fetched web content with the same trust as operator commands.
Plaintext API keys in committed .mcp.json files found across public repos
A scan of public repositories surfaced thousands of long-lived API keys and database credentials stored directly in .mcp.json and .env files committed alongside agent configs. Several keys were still valid and mapped to over-scoped non-human identities.
Popular MCP server turns malicious in a point release (rug pull)
A widely installed community MCP server shipped a minor update that added covert data-collection logic to a previously benign file tool. Because most deployments had auto-approval enabled, the malicious version propagated before maintainers pulled it.
Unauthenticated RCE in MCP server bound to 0.0.0.0 over SSE
A flaw in an MCP server's Server-Sent Events transport allows command execution when the service is bound to 0.0.0.0 without authentication. Internet-exposed instances were discoverable through routine scanning of /sse endpoints.
Confused-deputy flaw lets one tenant's agent invoke another's tools
A gateway authorisation gap allowed an agent in one tenant to call tools registered by another tenant by replaying a stale session scope. The issue stemmed from trusting client-supplied scope claims instead of re-deriving them server-side.
Stolen OAuth refresh tokens give attackers standing agent access
Attackers who phished a single developer harvested OAuth refresh tokens cached by an agent connector and used them to maintain access for weeks. The long-lived tokens carried broad scopes and were not bound to the originating device.
Benign tools chained into a data-exfiltration path
Research demonstrates that individually harmless tools — a file reader, a templating helper, and an outbound HTTP fetch — can be chained by a manipulated agent to stage and exfiltrate sensitive data. No single tool was vulnerable in isolation.
Unmanaged IDE AI extensions create a shadow-AI footprint
An internal audit found dozens of unsanctioned AI coding extensions with broad filesystem and network permissions running on developer machines. Most were installed outside any approval process and had never been inventoried.
Multi-turn semantic jailbreak slips past keyword filters
A study shows that gradually reframing a request across several conversational turns can elicit restricted agent behaviour that single-message filters block. The attack relies on intent drift rather than any banned keyword.
Verbose tool errors leak internal schema and endpoints
A misconfigured MCP server returned full stack traces and internal endpoint names in error responses to agents. While not directly exploitable, the leaked detail meaningfully lowers the cost of reconnaissance for an attacker.
EU AI Act guidance clarifies obligations for autonomous agents
Newly published guidance addresses how transparency, logging, and human-oversight duties apply to agents that can take consequential actions. Organisations deploying agents with system access are pointed toward auditable records and clear accountability.
