AI & Cybersecurity
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Offensive Security
Security Assessment
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Adversarial ML Defense
Protect your strategic decision-making algorithms and production classifiers against poisoning, evasion, and model extraction.
Machine Learning Pipeline Assessment
We map the data flow: from initial ingestion to training, validation, and production model inference.
Targeted Threats
Model Attack Vectors
Data Poisoning
Prevent attackers from introducing subtle false correlations into your training sets, which allows them to retain a permanent 'backdoor' in the model.
Adversarial Evasion
Protect your security filters, facial recognition models, or fraud classification pipelines from imperceptible input perturbations designed to knowingly deceive the model.
Model Theft
Block massive inference requests via API (model extraction) designed to cheaply duplicate the logical capabilities of your proprietary model using a surrogate system.
READY TO SECURE YOUR FUTURE?
Reach out to our experts and discover how Keystone can accelerate your digital transformation with uncompromising cybersecurity.