The video tutorial discusses the threats faced by AI applications, drawing parallels to traditional cybersecurity threats like confidentiality, availability, and integrity. It explains how malicious actors can exploit AI systems through various attacks, such as confidentiality breaches, availability attacks, and integrity attacks. Specific methods like poisoning, privacy breaches, and backdoor attacks are introduced, highlighting the vulnerabilities of AI systems and the need for robust security measures.

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