AI Security
Taint Propagation: Griffin AI vs Mythos Approaches
Taint tells you whether attacker data actually reaches a sink. Griffin AI propagates it; Mythos-class tools infer it. The difference shows up fast.
Jan 22, 20266 min read
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FedRAMP HIGH Posture: Griffin AI vs Mythos
FedRAMP HIGH demands 421 controls with documented, continuous evidence. Griffin AI produces control-mapped records every day. Mythos-class pure-LLM tools cannot fill a 3PAO evidence package.
Jan 22, 20266 min read
AI Security
MCP Ecosystem Maturation: Where It's Going
The Model Context Protocol went from a single-vendor proposal to a multi-implementation standard in under eighteen months. The security implications are still being worked out in public.
Jan 22, 20266 min read
AI Security
Artificial Intelligence and Cyber Security: Risks and Benefits
A balanced look at what artificial intelligence and cyber security actually means in practice today, the concrete benefits teams are seeing and the new risks AI introduces into the same systems.
Jan 22, 20266 min read
AI Security
Hugging Face Pickle Backdoor Research 2025
Pickle-serialized model files remain a live attack surface on Hugging Face. Here is what 2025 research disclosed about persistent backdoors and what defenders should do about it.
Jan 22, 20267 min read
AI Security
Top AI Cybersecurity Companies to Watch in 2026
The top AI cybersecurity companies of 2026 span three distinct plays — AI-assisted detection, AI-native SOC automation, and AI-augmented AppSec — and the distinction matters when you're evaluating vendors.
Jan 22, 20265 min read
AI Security
Docker MCP Server: Setup and Security Considerations
Running a docker mcp server puts an AI agent's tool access inside a container boundary, which helps containment but doesn't remove the need to scope credentials and network access carefully.
Jan 22, 20265 min read
AI Security
Securing AI/ML Pipelines: The Supply Chain You're Not Watching
AI/ML pipelines introduce unique supply chain risks from training data to model distribution. Most organizations have zero visibility into this attack surface.
Jan 21, 20266 min read
AI Security
Adversarial Resistance: Griffin AI vs Mythos
Griffin AI reports 98-100% hold rate against adversarial probes. Most Mythos-class tools have never published an adversarial number at all.
Jan 21, 20267 min read
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