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AiShieldsOrg / AiShieldsWeb

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AiShields is an open-source Artificial Intelligence Data Input and Output Sanitizer

ai application-security appsec sensitive-data-security data-security ai-security aisec applicationsecurity llm prompt-engineering aisecurity llm-security llmsecurity llmsec prompt-injection-remediation model-denial-of-service-remediation insecure-output-handling-remediation overreliance-remediation prompt-engineering-security artificial-intelligence-security
  • Updated Jun 5, 2024
  • Python

um-dsp / PoisonSpot

Star 0

Inspired by dynamic taint tracking, PoisonSpot uses fine-grained training provenance tracker that: (1) tags & traces the impact of every single training sample on model updates, (2) probabilistically scores suspect samples based on their lineage of impact on model weights, and (3) separates the clean from the poisonous before retraining a model.

adversarial-machine-learning machine-learning-security backdoor-attacks poisoning-attack aisec deep-learning-security backdoor-defense provenance-tracking backdoor-detection poisoning-defenses training-provenance-tracking
  • Updated Jan 8, 2026
  • Python

api-evangelist / hidden-layer

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HiddenLayer is an Austin, Texas-based AI security company founded in March 2022 by Chris Sestito (CEO), Tanner Burns (Chief Scientist), and Jim Ballard (CIO) — former Cylance researchers who encountered a real-world attack on production ML models.

security adversarial-machine-learning jailbreak-detection ai-security aisec apis-json ml-security prompt-injection aidr ai-guardrails shadow-ai ai-red-teaming mcp-security agentic-ai-security ai-supply-chain generative-ai-security ai-runtime-security model-scanning ai-detection-and-response ai-bill-of-materials
  • Updated Aug 4, 2026

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