AI/ML Security — model protection, adversarial defense, AI governance, prompt injection detection
Try SynthGuard™ Free → View Pricing30 built-in capabilities powering SynthGuard™ — each individually licensable and composable.
Protect ML models from extraction, inversion, and membership inference attacks.
Defend against adversarial inputs: perturbation detection, input validation, robust training.
AI governance framework: model inventory, risk assessment, bias detection, audit trail.
Detect prompt injection attacks against LLMs. Input sanitization, output validation.
Detect model drift: accuracy degradation, data distribution shift, concept drift.
Protect training data: poisoning detection, data provenance, access control.
LLM security: prompt injection, jailbreak detection, output filtering, token limits.
Supply Chain Ml for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Detect data poisoning in training datasets. Statistical analysis, outlier detection.
Model Watermarking for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Inference Attack Detection for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Federated Learning Security for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Red team AI systems: adversarial testing, prompt fuzzing, model robustness evaluation.
Autonomous Model Hardening for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Audit AI explainability: SHAP values, feature importance, decision path analysis.
Synthetic Attack Generation for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Ai Bill Of Materials for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Prompt Surface Inventory for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Model Permission Governance for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Training Dataset Lineage for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Agent Tool Abuse Detection for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Retrieval Data Boundary Controls for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecyc...
Model Output Risk Scoring for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Unsafe Prompt Campaign Clustering for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecy...
Ai Supply Chain Attestation for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Inference Cost Abuse Detection for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle...
Policy As Prompt Controls for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Model Eval Regression Watch for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Agent Action Guardrails for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
Llm Red Team Replay for AI/ML security. Protect models from adversarial attacks, detect prompt injection, and govern AI lifecycle.
SynthGuard™ maps to 9 industry frameworks for compliance automation and gap analysis.
SynthGuard™ leverages ShadowPerch's AI fabric — 5 engines working together for intelligent detection, response, and automation.
Adaptive ML, DL, and neural inference engine
Agentic reasoning, orchestration, and investigation brain
Customer, analyst, and onboarding guidance assistant
Endpoint and product feedback emitter into the AI fabric
Agentic framework for taskers, automators, collaborators, and orchestrators
Let our SOC team operate SynthGuard™ for you — 24/7 expert coverage, alert triage, and proactive threat hunting.