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prompt injection containment as a structural property instead of a detector (interactive, real code, no llm)

my agent takes orders from other ai agents. they send it signed messages asking it to do stuff.

anthropic put out a paper this month where three agents shared a repo and ended up writing self replicating malware at each other. the reason was dumb and kind of bleak: none of them could tell who was talking to them.

so i pulled the security layer out of my repo and compiled it into 33kb of javascript. it runs in your tab. no server, no api key, no model call anywhere in it. same input gives the same answer on every machine. turn your wifi off, it still works.

you play an agent mine already approved and trusts. write any order you want, then pick how you smuggle it in:

  • forge the signature
  • replay a packet you captured
  • show up as an agent it never met
  • claim authority you don't have
  • use a token minted for somebody else
  • bury it nine hops deep

the fun one isn't any of the ones it blocks.

it's "send it normally".

your order gets in, fully accepted, and still can't run, because anything from a peer lands in a quoted data field that nothing reads as a command.

an attack that can't be obeyed doesn't need to be detected.

https://meghavi.me/gate

stuff i'd rather say myself than have you find: there's no llm in it, which is the whole point, these decisions don't need one. both agents live in the same page so the network isn't what's being shown. and it proves nothing about a frontier model in the wild, it's just the containment layer tested on its own terms.

if you get an order through, tell me. a hole is worth more to me than the page looking clever.

submitted by /u/Pretend_Glass_1232
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πŸŽ₯ Operation CameraSwarm: over 14,000 Dahua cameras compromised across Ukraine and Russia

An operator left their full working directory exposed on an open HTTP server. Hunt.io crawled it, 2,616 files, and rebuilt the campaign from the corpus.

  • Three exploitation paths in parallel: an asyncio credential brute-forcer, a CVE-2021-33044/33045 auth-bypass chain, and P2P relay abuse reaching cameras by serial number
  • The relay path never authenticates the connecting party, only the session, via a cloud-issued token obtainable with the fixed SDK credentials in every Dahua client
  • Two CVE labels in the tooling don't hold up: CVE-2024-39943 is an unrelated Rejetto HFS flaw, and CVE-2025-31702 is a narrower post-auth case, not the unauthenticated relay abuse (that path is a separate non-CVE issue documented by ITRES)
  • Full PTCP tunnel breakdown, including the Inverted STUN packet and the bind-to-127.0.0.1 technique

Neutral attribution throughout, the corpus shows how the operation was built and run, not who ran it.

Check the full breakdown, IOCs and mitigation strategies:
https://hunt.io/blog/operation-cameraswarm-dahua-cameras-compromised

submitted by /u/Straight-Practice-99
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Hacking your life with AI can get you hacked: How AI orchestration platforms ship RCE by design

Author here. I audited NocoBase, Flowise, Langflow, Dify, Activepieces, Kestra, and Airflow and disclosed 14 findings. Every platform inherited the same assumption anyone who can touch a workflow is trusted to run code on the host, which is fine for a dev tool on your laptop but not fine for a multi-tenant HTTP service with an unauthenticated webhook. The chain I'd point people to first is the Flowise one (section 2.2): an unauthenticated request β†’ prompt injection β†’ LLM emits Python β†’ a 38-pattern regex blocklist passes it because the dangerous library was pre-imported before the model was asked anything β†’ RCE.

Two vendors closed their reports as working-as-intended, and I tried to represent their position fairly.

This research was also presented at DEFCON 34 but now available publicly.

Happy to answer questions.

Full whitepaper is available here: https://www.endorlabs.com/learn/how-ai-orchestration-platforms-ship-rce-by-design

submitted by /u/p80n-sec
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Security advisory: Pre-authentication RCE (SQL injection) in XPressEntry 3.7.7454 (Telaeris Inc)

Posted by disclosure via Fulldisclosure on Aug 17

0day Rubbish Research Team is publicly disclosing a vulnerability in XPressEntry 3.7.7454 (Telaeris Inc). The research
is published and a proof-of-concept is available.

Pre-authentication RCE (SQL injection) (CVSS 9.8, pre-authentication)

Telaeris XPressEntry 3.7.7454 runs its main HTTP API without authentication when RequireReaderCredentials is False,
which is the default. The SaveVerifyActivity handler concatenates the sNotes parameter into...
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Security advisory: Authenticated RCE (SQL injection) in Scrutinizer 19.7.0 (Plixer)

Posted by disclosure via Fulldisclosure on Aug 17

0day Rubbish Research Team is publicly disclosing a vulnerability in Scrutinizer 19.7.0 (Plixer). The research is
published and a proof-of-concept is available.

Authenticated RCE (SQL injection) (CVSS 8.8, authenticated)

Plixer Scrutinizer 19.7.0 concatenates the HTTP orderBy parameter directly into a SQL ORDER BY clause with no escaping
in the adminEditLang handler. The default configuration includes the pg_cron extension and a PostgreSQL...
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Security advisory: Pre-authentication SYSTEM RCE (Zip-Slip plugin planting) in Output Messenger Server 2.0.x (>= 2.0.63) (Srimax Software (Output Technology))

Posted by disclosure via Fulldisclosure on Aug 17

0day Rubbish Research Team is publicly disclosing a vulnerability in Output Messenger Server 2.0.x (>= 2.0.63) (Srimax
Software (Output Technology)). The research is published and a proof-of-concept is available.

Pre-authentication SYSTEM RCE (Zip-Slip plugin planting) (CVSS 9.8, pre-authentication)

Output Messenger Server 2.0.x accepts XMPP connections on TCP 14121 with no SASL and no credentials; every connection
is treated as...
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Security advisory: Pre-authentication RCE (arbitrary file write) in RapidDeploy 5.2.2 (MidVision)

Posted by disclosure via Fulldisclosure on Aug 17

0day Rubbish Research Team is publicly disclosing a vulnerability in RapidDeploy 5.2.2 (MidVision). The research is
published and a proof-of-concept is available.

Pre-authentication RCE (arbitrary file write) (CVSS 9.8, pre-authentication)

MidVision RapidDeploy 5.2.2 ships a remote-agent template (midvision-remoting-server.xml) with host=0.0.0.0 and
auth.servers commented out, making the JBoss Remoting layer network-reachable with no...
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Security advisory: Authenticated RCE (second-order SQL injection) in Lansweeper 12.2.1.0 (web reports 12.2.1.6) (Lansweeper)

Posted by disclosure via Fulldisclosure on Aug 17

0day Rubbish Research Team is publicly disclosing a vulnerability in Lansweeper 12.2.1.0 (web reports 12.2.1.6)
(Lansweeper). The research is published and a proof-of-concept is available.

Authenticated RCE (second-order SQL injection) (CVSS 8.8, authenticated)

Lansweeper 12.2.1.0 contains a second-order SQL injection in the LicenseActions console. A SQL Server sub-server name
containing a single quote is stored and later concatenated...
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Security advisory: Authenticated RCE (command injection) in Kerio Connect 10.0.9 Patch 2 (build 10320) (GFI Software)

Posted by disclosure via Fulldisclosure on Aug 17

0day Rubbish Research Team is publicly disclosing a vulnerability in Kerio Connect 10.0.9 Patch 2 (build 10320) (GFI
Software). The research is published and a proof-of-concept is available.

Authenticated RCE (command injection) (CVSS 8.8, authenticated)

Kerio Connect 10.0.9 Patch 2 contains a command-injection vulnerability in the WebAdmin JSON-RPC method
Server.startEncryption. The password parameter is double-quoted and concatenated...
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Security advisory: Pre-authentication RCE (default credentials + path traversal) in PulseNET Enterprise 6.0.3 (build 6975) (GE Vernova)

Posted by disclosure via Fulldisclosure on Aug 17

0day Rubbish Research Team is publicly disclosing a vulnerability in PulseNET Enterprise 6.0.3 (build 6975) (GE
Vernova). The research is published and a proof-of-concept is available.

Pre-authentication RCE (default credentials + path traversal) (CVSS 9.8, pre-authentication)

GE Vernova PulseNET Enterprise 6.0.3 is the network-management software electric utilities use to monitor and manage
the industrial wireless networks connecting...
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Security advisory: Pre-authentication RCE (BinaryFormatter deserialization) in Cinegy Cinegize 2026-02-05 installer (Cinegy GmbH)

Posted by disclosure via Fulldisclosure on Aug 17

0day Rubbish Research Team is publicly disclosing a vulnerability in Cinegy Cinegize 2026-02-05 installer (Cinegy
GmbH). The research is published and a proof-of-concept is available.

Pre-authentication RCE (BinaryFormatter deserialization) (CVSS 9.8, pre-authentication)

Cinegy Cinegize (2026-02-05 installer) registers a Windows service listening on TCP 51140 with a DotNetty pipeline that
deserializes .NET BinaryFormatter objects before the...
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Security advisory: Pre-authentication RCE in Wyn Enterprise 9.1.00145.0 (Mescius (GrapeCity))

Posted by disclosure via Fulldisclosure on Aug 17

0day Rubbish Research Team is publicly disclosing a vulnerability in Wyn Enterprise 9.1.00145.0 (Mescius (GrapeCity)).
The research is published and a proof-of-concept is available.

Pre-authentication RCE (CVSS 9.8, pre-authentication)

Wyn Enterprise 9.1.00145.0 exposes an unauthenticated root RCE chain of three vulnerabilities: JWT signature validation
is skipped (parse-only ReadToken) with a hardcoded integration client secret, producing an...
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Security advisory: Pre-authentication RCE (default credentials) in ObjectDB 2.9.5 server mode (ObjectDB Software)

Posted by disclosure via Fulldisclosure on Aug 17

0day Rubbish Research Team is publicly disclosing a vulnerability in ObjectDB 2.9.5 server mode (ObjectDB Software).
The research is published and a proof-of-concept is available.

Pre-authentication RCE (default credentials) (CVSS 9.8, pre-authentication)

ObjectDB 2.9.5 server mode (port 6136, proprietary binary protocol) has a critical remote code execution vulnerability:
JDOQL query filter evaluation allows arbitrary static-method...
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Security advisory: Pre-authentication RCE in nanoDLP stable build #10729 (Nano3Dtech)

Posted by disclosure via Fulldisclosure on Aug 17

0day Rubbish Research Team is publicly disclosing a vulnerability in nanoDLP stable build #10729 (Nano3Dtech). The
research is published and a proof-of-concept is available.

Pre-authentication RCE (CVSS 9.8, pre-authentication)

nanoDLP exposes an unauthenticated remote code execution vulnerability. The Guest (unauthenticated) endpoint POST
/formula evaluates user-supplied JavaScript in an embedded Otto JS sandbox, which exposes a live nanoDLP...
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Security advisory: Pre-authentication SYSTEM RCE in MAPS SCADA 4.0.5.5 (Adroit Technologies)

Posted by disclosure via Fulldisclosure on Aug 17

0day Rubbish Research Team is publicly disclosing a vulnerability in MAPS SCADA 4.0.5.5 (Adroit Technologies). The
research is published and a proof-of-concept is available.

Pre-authentication SYSTEM RCE (CVSS 9.8, pre-authentication)

MAPS SCADA 4.0.5.5 exposes an IIS WebService (default port 8878) whose WSDataProvider.asmx endpoints deserialize the
caller-supplied byte array before any authentication. Serializer.BinaryDeserialization...
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