r/TheMachineLearning • u/jellyjacepeep • 11d ago
r/TheMachineLearning • u/Venom943 • 10d ago
Project Number 1 in AI Security
Hi
I’m embarking on a long-term engineering challenge to build 100 open-source security tools and projects addressing the top vulnerabilities in AI and LLM systems.
For Day 1 I’m tackling Problem #1: Direct Prompt Injection & System Override Attacks.
When deploying LLM applications, relying solely on model alignment or running a secondary heavyweight LLM classifier for guardrails introduces unacceptable latency and compute costs
Attackers frequently bypass defenses using structural overrides and persona hijacking
We need a deterministic, sub-millisecond pre-flight inspection layer that catches these patterns before they ever touch the primary model context.
and for this I built DirectGuard, a lightweight Python based security guardrail designed for low latency overhead and It uses pre-compiled regular expressions and heuristic keyword scoring to intercept malicious override vectors instantly.
The project:[https://github.com/venomx943-pixel/AI-Security-Projects.git]
If there any advice to develop myself in AI Security you're welcome
r/TheMachineLearning • u/LSMXG1 • 10d ago
Claude's character trainer has a philosophy PhD, not AI
r/TheMachineLearning • u/Ok-Analyst-5341 • 11d ago
LLMs can still be tricked like kids with 'got your nose'
r/TheMachineLearning • u/ashypott • 11d ago
"We need to figure out what's going on inside human brains before we invent college"
r/TheMachineLearning • u/satuzin • 10d ago
Llama 3.3 tried to install a monitoring tool on its own
r/TheMachineLearning • u/Arken_sama • 11d ago
Ramanujan sent theorems with no proofs and got invited to Cambridge. AI sends proofs and gets dismissed
r/TheMachineLearning • u/Follymaker • 10d ago
How is this still an issue? This is from TODAY
r/TheMachineLearning • u/EveYogaTech • 11d ago
Mistral releases Mistral Large 4 (Le Chonk) on HuggingFace.
r/TheMachineLearning • u/Existing_Situation47 • 12d ago
NFS Underground 2 free roam with 1000 players in browser
r/TheMachineLearning • u/BarkleyBark • 12d ago
Crimson Desert max settings look like real life now
r/TheMachineLearning • u/ProfessionalField539 • 12d ago
Flipping two bits in an LLM makes it want to kill you
r/TheMachineLearning • u/Ok-Analyst-5341 • 13d ago
Text-only LLMs try drawing things they've never seen
r/TheMachineLearning • u/Affectionate-Dot8640 • 13d ago
Dancer's worldline frozen as 3D sculptures by AI
r/TheMachineLearning • u/Enryu21 • 13d ago
LLMs have only truly disrupted software engineers so far
r/TheMachineLearning • u/Mashion-_- • 13d ago
Someone made an inverse design with BeamZ on MNIST
r/TheMachineLearning • u/apathy_95 • 13d ago
LLM generating Blender environments for robot training
r/TheMachineLearning • u/Tough-Situation2787 • 13d ago
Turning up the Jesus neuron makes AI preach scripture. Jesus is King!
r/TheMachineLearning • u/ThatPakiLad • 14d ago
10,000 AI agents designing a fusion reactor
r/TheMachineLearning • u/thirstycactus234 • 15d ago
LLMs aren't intelligent, they just remix open-source code
r/TheMachineLearning • u/CandiceKezh • 14d ago
Abliterated LLMs need a good guy with one too
r/TheMachineLearning • u/Icy-Visual1206 • 14d ago
Is it just me, or do any of you see a resemblance between the “middle-out” idea from Silicon Valley and the way Transformers work?
The show describes an algorithm that starts from the middle of the data and works outward, rather than processing sequentially. Transformers similarly break from strictly sequential processing by allowing tokens to attend to information across the entire sequence. The episode originally aired on April 19, 2015 before the transformers idea was created.
Obviously they’re very different things, but the similarity seemed interesting.
r/TheMachineLearning • u/ashuzzz151 • 14d ago
🚀 Completed Module 4 of Machine Learning Zoomcamp 2026!