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Video Title: Unmasking the Vulnerabilities: Exploring Malicious Attacks Against AI Systems - Common Attacks Video Description: Delve into the world of AI system vulnerabilities and malicious attacks in this concise video. Join me as we uncover the common elements employed by adversaries. Explore adversarial ideas in, deceiving AI models. Discover the manipulation of training data through data poisoning, introducing biases and misleading models. Learn about model evasion, where real-time manipulation leads to deceptive outcomes. Learn about model inference attacks and the extraction of sensitive information. Uncover the ethical implications, privacy concerns, and cutting-edge techniques like backdoor attacks and model poisoning. Testimony Links from the Senate Hearing for AI Oversight Testimony of Christina Montgomery, Chief Privacy and Trust Officer, IBM: https://www.judiciary.senate.gov/imo/... Written Testimony of Sam Altman Chief Executive Officer OpenAI: https://www.judiciary.senate.gov/imo/... Senate Testimony of Gary Marcus: https://www.judiciary.senate.gov/imo/... NIST: https://www.nist.gov/artificial-intel... Media Used from Pixabay: Image by Alexandra_Koch from Pixabay https://pixabay.com/photos/ai-generat... Video by Oleg Gamulinskii from Pixabay: https://pixabay.com/videos/abstract-a... Image by MetsikGarden from Pixabay: https://pixabay.com/photos/color-desk...