Checklists/AI Security/Long-Lived Agent Security

Long-Lived Agent Security Checklist

22 audit checks for persistent autonomous agents covering memory poisoning, temporal privilege re-entry, identity drift, delegated authority, scheduler abuse, and forensic durability.

🚨 Long-Lived Agent Threat Landscape

Persistent agents accumulate state, authority, and context over time. The core risk is not one bad prompt, but a tainted write that survives until a later privileged read.

Temporal attack chains a low-trust write today can trigger a high-trust action days later

Persistent memory summaries, notes, queues, caches, and files all become attack surfaces

Standing authority scheduled jobs and recurring approvals create latent execution power

Identity drift agents can slowly inherit broader roles, repos, channels, or operational assumptions

Delegated autonomy subagents and background workers amplify blast radius if authority is copied transitively

Forensics decay compressed context and mutable logs often erase the sequence needed for incident reconstruction

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Showing 22 of 22 vulnerabilities
#1

Persistent State Inventory

Critical

All durable accumulators are enumerated, including memory stores, summaries, notes, task queues, caches, files, transcripts, and external tickets

#2

Write-Retrieve-Execute Mapping

Critical

The audit maps whether a low-trust write can later be retrieved in a higher-trust decision context

#3

Trust Labels Survive Persistence

Critical

Trust level and source provenance persist with stored memories, summaries, and artifacts

#4

Memory Poisoning Resistance

Critical

External inputs cannot silently create durable instructions, behavioral rules, or operator preferences

#5

Summary Integrity Checks

High

Compressed summaries and rollover context are reviewable, attributable, and protected against instruction laundering

#6

Shared State Isolation

High

Shared files, vector stores, task boards, and cross-agent scratchpads are isolated by tenant, project, and role

#7

Forgetting and Rollback Controls

Medium

Operators can delete, revert, or quarantine poisoned state with clear scope and verification

#8

Runtime Identity Pinning

Critical

The agent remains pinned to the correct user, workspace, repository, account, and delivery channel across long runs

#9

Standing Approval Review

Critical

Persistent approvals are minimized, scoped, and visible to the operator

#10

Credential Freshness Boundaries

High

Scheduled or resumed runs do not inherit stale tokens, wallets, or cloud credentials beyond their intended window

#11

Destination Identity Validation

High

Messages, commits, PRs, ticket updates, and webhook deliveries validate the intended destination at execution time

#12

Delegated Authority Attenuation

Critical

Child agents, workers, and helper automations receive less authority than the parent by default

#13

Scheduled Trigger Governance

High

Cron jobs, webhook triggers, and event-driven runs are inventoried, reviewed, and bounded by task-specific policy

#14

Re-Authorization on Synthesis

High

Combined outputs from multiple workers require fresh validation before high-impact execution

#15

Queue and Backlog Poisoning Controls

High

Task queues and pending work items cannot be poisoned into privileged execution paths

#16

High-Risk Tool Rechecks

Critical

Shell, wallet, deployment, publishing, and external write actions re-validate context and approval immediately before execution

#17

Economic Abuse Controls

Medium

Runaway loops, repeated retries, and expensive model routing are detected and capped

#18

Network Egress Boundaries

High

Long-lived agents cannot freely exfiltrate accumulated memory, logs, or secrets over normal outbound channels

#19

Tamper-Evident Action History

High

Commands, approvals, memory writes, delegation events, and external actions are durably logged

#20

Compression and Retention Policy

Medium

The system retains enough pre-compression evidence to support incident review

#21

Containment Controls

Medium

Operators can pause schedules, revoke delegated workers, quarantine state, and rotate credentials quickly

#22

Owner-Harm Scenarios Tested

Critical

The audit tests whether the agent can betray its operator through covert memory exfiltration, destructive action, or unauthorized external execution

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