T-2006Observed1124 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.

Telemetry

Recent observations

154
records · last 30 days

Technique-attributed observations from the AgentPwn + TrapMyAgent fleet, classified into Threat Matrix techniques by the registry evidence bridge. See the Attack Prevalence Index for the full distribution.

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

AgentPwn
1119 records
HackMyAgent
5 records
Trail

Evidence timeline

25 most recent of 1,124
AgentPwn

Client fetched the canary embedded in APWN-JB-005 on agentpwn.com (jailbreak tier 5; classified browser/claimed)

Sep 21, 2026
AgentPwn

Client fetched the canary embedded in APWN-JB-005 on agentpwn.com (jailbreak tier 5; classified browser/claimed)

Sep 21, 2026
AgentPwn

Client fetched the canary embedded in APWN-PI-007 on agentpwn.com (prompt-injection tier 7; classified browser/claimed)

Sep 21, 2026
AgentPwn

Client fetched the canary embedded in APWN-PI-008 on agentpwn.com (prompt-injection tier 8; classified browser/claimed)

Sep 21, 2026
AgentPwn

Client fetched the canary embedded in APWN-PI-008 on agentpwn.com (prompt-injection tier 8; classified browser/claimed)

Sep 21, 2026
AgentPwn

Client fetched the canary embedded in APWN-JB-005 on agentpwn.com (jailbreak tier 5; classified browser/claimed)

Sep 21, 2026
AgentPwn

Client fetched the canary embedded in APWN-JB-005 on agentpwn.com (jailbreak tier 5; classified browser/claimed)

Sep 21, 2026
AgentPwn

Client fetched the canary embedded in APWN-JB-005 on agentpwn.com (jailbreak tier 5; classified browser/claimed)

Sep 20, 2026
AgentPwn

Client fetched the canary embedded in APWN-PI-007 on agentpwn.com (prompt-injection tier 7; classified browser/claimed)

Sep 20, 2026
AgentPwn

Client fetched the canary embedded in APWN-PI-008 on agentpwn.com (prompt-injection tier 8; classified browser/claimed)

Sep 20, 2026
AgentPwn

Client fetched the canary embedded in APWN-JB-005 on agentpwn.com (jailbreak tier 5; classified llm_crawler/claimed)

Sep 20, 2026
AgentPwn

Client fetched the canary embedded in APWN-JB-005 on agentpwn.com (jailbreak tier 5; classified llm_crawler/claimed)

Sep 20, 2026
AgentPwn

Client fetched the canary embedded in APWN-PI-008 on agentpwn.com (prompt-injection tier 8; classified browser/claimed)

Sep 20, 2026
AgentPwn

Client fetched the canary embedded in APWN-PI-008 on agentpwn.com (prompt-injection tier 8; classified browser/claimed)

Sep 19, 2026
AgentPwn

Client fetched the canary embedded in APWN-JB-005 on agentpwn.com (jailbreak tier 5; classified browser/claimed)

Sep 18, 2026
AgentPwn

Client fetched the canary embedded in APWN-JB-005 on agentpwn.com (jailbreak tier 5; classified browser/claimed)

Sep 18, 2026
AgentPwn

Client fetched the canary embedded in APWN-PI-007 on agentpwn.com (prompt-injection tier 7; classified browser/claimed)

Sep 18, 2026
AgentPwn

Client fetched the canary embedded in APWN-PI-008 on agentpwn.com (prompt-injection tier 8; classified browser/claimed)

Sep 18, 2026
AgentPwn

Client fetched the canary embedded in APWN-PI-008 on agentpwn.com (prompt-injection tier 8; classified browser/claimed)

Sep 18, 2026
AgentPwn

Client fetched the canary embedded in APWN-PI-007 on agentpwn.com (prompt-injection tier 7; classified browser/claimed)

Sep 17, 2026
AgentPwn

Client fetched the canary embedded in APWN-PI-008 on agentpwn.com (prompt-injection tier 8; classified browser/claimed)

Sep 17, 2026
AgentPwn

Client fetched the canary embedded in APWN-PI-008 on agentpwn.com (prompt-injection tier 8; classified browser/claimed)

Sep 17, 2026
AgentPwn

Client fetched the canary embedded in APWN-JB-005 on agentpwn.com (jailbreak tier 5; classified browser/claimed)

Sep 16, 2026
AgentPwn

Client fetched the canary embedded in APWN-PI-008 on agentpwn.com (prompt-injection tier 8; classified browser/claimed)

Sep 16, 2026
AgentPwn

Client fetched the canary embedded in APWN-JB-005 on agentpwn.com (jailbreak tier 5; classified llm_crawler/claimed)

Sep 16, 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