Attack
Authentication
Session token reaches a privileged route after expiryThe refresh path accepts a stale device-code session before the guard rechecks ownership.
7:19 AM
Injection
Account lookup reaches the SQL sink unsanitizedRequest input crosses two calls before a dynamically constructed query.
8:20 AM
Cloud
Metadata endpoint reachable through an open redirectA permissive redirect lets a request reach the instance metadata service.
9:21 AM
Identity
Object authorization skipped on ownership transferThe admin transfer path never rechecks that the caller owns the object.
10:22 AM
Supply chain
Postinstall script runs in the production imageA transferred dependency executes during production image assembly.
11:23 AM
AI agents
Tool call reaches an internal host from model outputModel output steers a tool into an unrestricted internal request.
12:24 PM
Data exposure
Customer PII returned on an unauthenticated routeA public profile route returns fields that require authentication.
1:25 PM
Authentication
Device-code replay reaches an admin handoffA replayed device code walks a low-privilege login into an admin route.
2:26 PM
Injection
Template render evaluates attacker-controlled inputUser input reaches a template evaluator without escaping.
3:27 PM
Cloud
IAM role chain grants a confused-deputy pathA trusted service can assume a role it was never meant to reach.
1:49 PM
Supply chain
Dependency confusion on an internal package nameAn internal name resolves to a public package under the default registry.
2:50 PM
Containers
Build cache restores an untrusted layerA restored cache layer can smuggle a change past review.
3:51 PM
Identity
Role drift leaves a stale admin grantAn admin grant outlives the person and the reason it was created.
4:52 PM
Authentication
JWT audience is not verified on refreshThe refresh path accepts a token minted for a different audience.
5:53 PM
Cloud
Public bucket resolves through a CNAMEA bucket reads as private but resolves as reachable via an alias.
6:54 PM
Injection
NoSQL operator injection in the search filterQuery operators pass through the search filter unvalidated.
7:55 PM
AI agents
Agent inherits a broader tool scope than grantedTool scopes are not isolated per delegation.
8:56 PM
Data exposure
Debug endpoint leaks environment variablesA debug route echoes the process environment.
9:57 PM
Supply chain
Transitive package pulls an unpinned postinstallA second-level dependency runs an unpinned install script.
10:58 PM
Containers
Image runs as root with a writable mountThe container runs privileged against a writable host path.
8:20 PM
Authentication
Password reset token does not expire on useA reset token remains valid after it has been redeemed.
9:21 PM
Lower priority (24) Expand
Cloud
Overly permissive CORS on the public APIThe API reflects any origin on credentialed requests.
10:22 PM
Supply chain
Two dependencies away from a yanked releaseA transitive dependency points at a yanked version.
11:23 PM
Post-quantum
RSA-2048 in the token signing pathToken signatures rely on a quantum-vulnerable primitive.
12:24 AM
Post-quantum
ECDH key exchange without a PQ fallbackThe key exchange has no post-quantum hybrid mode.
1:25 AM
Identity
Service account shared across two environmentsOne credential spans staging and production.
2:26 AM
Data exposure
Verbose error returns a stack traceAn unhandled error returns internal detail to the client.
3:27 AM
Containers
Base image is 40 days behind its patch lineThe base image has drifted from its current patch release.
4:28 AM
AI agents
Prompt log stores raw tool argumentsTool arguments, including secrets, are written to logs.
5:29 AM
Cloud
Security group allows 0.0.0.0/0 on 5432The database port is open to the internet.
3:51 AM
Injection
Path traversal possible in the file exportAn export path joins user input without normalization.
4:52 AM
Authentication
Session cookie missing the SameSite flagThe session cookie omits SameSite, widening CSRF surface.
5:53 AM
Supply chain
Lockfile drift between CI and localCI resolves a different tree than local installs.
6:54 AM
Data exposure
Analytics payload includes email addressesAn analytics event carries raw email addresses.
7:55 AM
Containers
Secrets passed as build args in the imageBuild arguments bake secrets into image history.
8:56 AM
Identity
MFA not enforced for the billing roleA high-value role can sign in without a second factor.
9:57 AM
Cloud
Cloud function has no egress restrictionA function can reach arbitrary external hosts.
10:58 AM
Post-quantum
Certificate uses SHA-1 in the chainA chain certificate is signed with a deprecated hash.
11:59 AM
AI agents
Tool router lacks a per-call rate limitTool calls are not bounded per session.
12:00 PM
Data exposure
Response includes an internal request-id headerAn internal correlation id is exposed to clients.
10:22 AM
Cloud
Region pinned to a single availability zoneThe deployment has no cross-zone redundancy.
11:23 AM
Supply chain
Dev dependency flagged as deprecatedA development-only dependency is deprecated upstream.
12:24 PM
Containers
Healthcheck missing on a long-running workerA worker has no liveness probe configured.
1:25 PM
Authentication
Login page lacks a rate-limit headerThe login route advertises no rate limiting.
2:26 PM
Identity
Unused service token older than 90 daysA service token has not been used in over a quarter.
3:27 PM
Proof
7reachable
critical paths