T-2006ObservedDeclining5 evidence records

Unicode/Encoding Bypass

Use Unicode homoglyphs, invisible characters, or encoding tricks to bypass input filters and inject instructions

Tactic

Initial Access · Stage 2

Gain control over agent behavior through prompt manipulation or input exploitation

Attack class

UNICODE-STEGO

Using invisible Unicode characters, homoglyphs, and encoding tricks to bypass filters

Evidence grade
Observed

Confirmed in real-world production systems or internet-wide exposure assessments.

DVAA validation

token-smuggling-unicode

Reproductions in Damn Vulnerable AI Agent, the OpenA2A intentionally-broken agent for kill-chain validation.

Honeypot

AgentPwn coverage

Live
prompt-injectionagentpwn.com/learn ↗

An AgentPwn trap page produces a payload tagged with this technique class. Following the AgentPwn taxonomy of trap pages shows what an agent encounters.

Higher tiers carry base64, Unicode homoglyph, and zero-width payloads.

Provenance

Evidence by source

HackMyAgent
5 records
Trail

Evidence timeline

HackMyAgent

HMA check UNICODE-STEGO-001 failed on damn-vulnerable-ai-agent

Apr 22, 2026
HackMyAgent

HMA check UNICODE-STEGO-001 failed on langserve

Apr 13, 2026
HackMyAgent

HMA check UNICODE-STEGO-001 failed on jamubc/gemini-mcp-tool

Apr 9, 2026
HackMyAgent

HMA check UNICODE-STEGO-001 failed on API-200/api200

Apr 9, 2026
HackMyAgent

HMA check UNICODE-STEGO-001 failed on saidsurucu/borsa-mcp

Apr 9, 2026
Detect

Detection · HackMyAgent

Live5 live · 0 queued
UNICODE-STEGO-001UNICODE-STEGO-002UNICODE-STEGO-003UNICODE-STEGO-004UNICODE-STEGO-005
npx hackmyagent secure --ciLive = implemented in hackmyagent; queued = declared
Defend

Defense · OASB controls

Live5 live · 0 queued
Live = documented at oasb.ai; queued = declared
Reference

How to cite

AI Agent Threat Matrix T-2006 (Unicode/Encoding Bypass). OpenA2A, 2026. https://threats.opena2a.org/techniques/T-2006