Agent Incident RegistryAIR
v1 · updated 19 Oct 2026
Research demo

Copirate 365 at DEF CON: data exfiltration, memory hijacking and a persistent backdoor in Microsoft Copilot (CVE-2026-24299)

AIR-2026-0100 AIR record · 2026-05-microsoft-copirate-365
From the supporting source
data exfiltration via the HTML preview feature, Delayed Tool Invocation as an exploit reliability trick, hijacking long-term memory, and combining all of the above into a persistent backdoorembracethered.com
The record
Disclosed
2026-05-04
Vendor
Microsoft
Product
Microsoft 365 Copilot; Consumer Copilot
Risk domain
Reliability and observability › Data and memory poisoning
Also touches
Privilege escalation, Data exfiltration channels, Confused deputy
System type
Generative model
Who acted
Agent acted — Copilot rendered, wrote memory and persisted the backdoor
Attack surface
Enterprise assistant
Autonomy level
Assistant
Initial vector
Indirect prompt injection content
Impact type
Data exfiltration, Memory poisoning, Persistence, Persistent memory poisoning
Confidence
High
Submitted by
EAI Internal
Crosswalk
OWASP Agentic Top 10 (2026)
ASI06 – Memory & Context Poisoning
MITRE ATLAS
AML.T0020 – Poison Training Data
NIST AI RMF
MEASURE 3.1
EU AI Act
Article 15
ISO/IEC
TR 24028; 24029-1; 23894
AIUC-1
D. Reliability
Scope
agent failure
Mitigation
Monitor model performance; Implement feedback diversity and circuit breakers.
Taxonomy
Enkrypt AI agent risk taxonomy · Black-Box Red Teaming of Agentic AI: A Taxonomy-Driven Framework for Automated Risk Discovery
Blast radius
M365 Copilot and consumer Copilot users
Capability abused
html_preview_renderingdelayed_tool_invocationlong_term_memory_writeretrievalmemory_write
Defense & remediation
Recorded defense
Microsoft Copilot injection classifiers and link/render restrictions
Guardrail kinds
Input classifier
Guardrail outcome
Silent
Fix shipped
CVE-2026-24299 assigned; Microsoft fix associated with the CVE
Taxonomy & references
OWASP ASI01 Agent Goal HijackOWASP ASI06 Memory & Context PoisoningOWASP ASI02 Tool Misuse and ExploitationCVE-2026-24299conference_demodelayed_tool_invocationmemory_poisoningpersistent_backdoorindirect_prompt_injectioncss_font_exfiltrationzero_click
Curator notes
Johann Rehberger, talk given at DEF CON Singapore 2026; blog post 4 May 2026. The chained result - exfiltration plus memory hijack equals a persistent backdoor in a shipped enterprise assistant - is the significant part. Successor to the 2024 'Living off Microsoft Copilot' line of work by Michael Bargury (see quarantine). Also reported as: 'Copirate 365: HTML-preview and memory-based data exfiltration from Microsoft Copilot (CVE-2026-24299)'.
Cite as
Enkrypt AI. "Copirate 365 at DEF CON: data exfiltration, memory hijacking and a persistent backdoor in Microsoft Copilot (CVE-2026-24299)". AIR, AIR-2026-0100. https://agentincident.vercel.app/i/AIR-2026-0100/ (accessed 2026-10-19).