@SecureLayer7
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Pentest as a Service (PTaaS), API Security Scanning, Autonomous Pen Testing & Offensive Security to uncover vulnerabilities and strengthen security posture
Austin, Tx
Joined September 2014
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A month later, still a great one to look back on SecureLayer7 at the Black Hat 2026 Lock It Down Party in Las Vegas.
#BlackHat2026 #SecureLayer7
Everyone abliterates English models. Salamandra-7b speaks 35 European languages and nobody had made an uncensored version.
Now there's one.
71→7 refusals
huggingface.co/Securelayer7/…
huggingface.co/Securelayer7/…
AFM-4.5B, uncensored. Went from 92/100 refusals to nearly zero. This one was tougher and its first abliteration of Arcee's model. Small, Apache 2.0.
huggingface.co/Securelayer7/…
#LocalLLaMA
Qwen3.8-27B Uncensored is live.
Abliterated for direct answers on cybersecurity, red-teaming, and pentesting where aligned models refuse. LoRA adapter, Apache 2.0.
huggingface.co/Securelayer7/…
#LocalLLaMA
Security researchers keep hitting refusals on legit questions and can't run the good uncensored models on a Mac.
So we abliterated Ling-3.0 and made it run on Apple Silicon (no CUDA, no Triton). Uncensored, local.
huggingface.co/Securelayer7/…
Perform pentest using local model now.
We just dropped Qwythos-9B Uncensored a fully abliterated 9B reasoning model for security research.
No refusals on pentesting, red-team, malware analysis. 1M context, native tool-use. Apache 2.0.
huggingface.co/Securelayer7/…
We just concluded an amazing working session on how attackers smuggle hidden instructions past your model, what real exploitation looks like in production, and how to sanitize untrusted input before it ever reaches the LLM. Here's where you can access it - youtu.be/uuUBwkNW2qQ
SecureLayer7 retweeted
Prompt-injection guardrail for LLM applications. Compact model that outperforms larger open-source guards. No regex, no signatures. github.com/securelayer7/PROM…
SecureLayer7's BugDazz finds, probes, and exploits. Not just flags.
14 years. 3,500 engagements. Thousands of findings. Now autonomous.
securelayer7.net/products/au…
PromptPurify is live. 14 MB prompt injection guardrail. CPU only. 3 lines to drop in.
Benchmarked against Meta Prompt-Guard-2, ProtectAI, deepset same inputs, same scoring code.
github.com/securelayer7/PROM…
#LLMsecurity #promptinjection
Ask password to Son of Anton!! 2400 Hackers tried to ask password in last few days.
anton.securelayer7.net/
208 people have participated so far, and many of you are progressing really well. Huge congratulations to everyone who completed all 7 levels!
When PROMPTPurify will released on github.com/securelayer7/PROM…, we will add the winner section!
Ask the password to Son of Anton! One person already reached Level 5… while the other 76 are still trying hard.
We are preparing to release PROMPTPurify. a lightweight model designed to run efficiently on CPUs.
anton.securelayer7.net/
We're launching PromptPurify soon on github. Before we ask anyone to trust it, we wanted attackers to break it first.
Just you and a chat box and try to solve level7.
Meet Son of Anton: anton.securelayer7.net/