Adversa AI

2 items · Defense 2 · all entities

Researchers show encrypted 'context injection' turns Grok and Gemini into zero-click data-theft channels

Adversa AI disclosed a technique it calls Cryptographic Context Injection, in which attacker instructions are hidden on a web page as ciphertext that the assistant decrypts inside its own Python sandbox, materializing commands that slip past the model's content filters with no user action. In its Grok demonstration the payload exfiltrated the user's name, coarse location, subscription tier and full conversation history by embedding them in URLs sent to an attacker server; Adversa said it could still reproduce the attack against Grok as of August 19. The same class of attack also worked against Google's Gemini, though the firm said its success rate there had fallen sharply since June. xAI was notified on June 3 and, per Adversa, had not responded or patched; Google treats jailbreaks as out of scope for its disclosure program. No CVE was assigned.

Reported by researchersAdversa AI ↗ ·

One malicious agent skill got past all eight open-source skill scanners tested

Adversa AI tested a malicious skill against Cisco skill-scanner, NVIDIA SkillSpector, mondoo skillcheck, skillcop, claude-skill-antivirus, huifer skill-security-scan, ai-skill-scanner and hackmyagent, and reports it bypassed all eight, each through a different evasion. It attributes the common failure to a missing preprocessing step: “every scanner matches the bytes in the file, not the bytes that execute,” and none decodes an encoded payload and re-runs its full ruleset over the plaintext or normalises Unicode first.

Self-reported, untestedAdversa AI ↗ ·