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Software

Hall 7A / Booth Number 7A-328

HiddenLayer Model Scanner

Categories

Artificial intelligence Consulting IT security User (rights) management Data protection, data security Anti-virus and malware protection Security management Vulnerability and patch management Cloud (computing) security Big data Security Application security

Key Facts

  • Ensure model integrity Guarantee validity of pretrained models
  • Identify malicious injection Gain insights into model vulnerabilities
  • Mitigate risks effectively and maintain a secure ML operational environment.

Product Description

Open-source model-sharing repositories have been born out of inherent data sciencecomplexity, practitioner shortage & the limitless potential & value they provide toorganizations – dramatically reducing the time & effort required for AI adoption.However, such repositories often lack comprehensive security controls, which ultimatelypasses the risk on to the end user – & attackers are counting on it. The scarcity of security around AI models,coupled with the increasingly sensitive data that AI models are exposed to, means that model hijacking attacks evadetraditional security solutions & have a high propensity for damage.HiddenLayer Model Scanner analyzes Artificial Intelligence Models to identify hidden cybersecurity risks & threatssuch as malware, vulnerabilities & integrity issues. Its advanced scanning engine is built to analyze your artificialintelligence models, meticulously inspecting each layer & components to detect possible signs of malicious activity,including malware, tampering & backdoors.HiddenLayer Model Scanner is easy to use by simply uploading your model to the Web-based Product Interface orHiddenLayer APIs will automatically analyze it for any security risks. It provides detailed reports on the findings,including recommendations on how to fix any issues & improve the model’s security posture.With HiddenLayer Model Scanner, you can ensure the integrity & safety of your artificial intelligence models,protecting them from any potential cyber threats. Whether you’re a data scientist, artificial intelligence engineer,or a business leader, ModelGuard is the essential tool for securing your artificial intelligence assets.

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