AI Data Security: Strategies to Combat Emerging Threats and Strengthen Resilience

Serge Vilvovsky, founder of AltaStata, and Alex Kangoun, CEO of Athena Solutions, discuss critical aspects of data security and governance in the context of AI and machine learning. Serge, who has an extensive background in cybersecurity, shares insights on how companies can protect their data through a combination of advanced software technologies like encryption and multifactor authentication, and robust procedures, including employee training and incident response plans. Alex emphasizes the importance of resilience, noting that all companies will face attacks, and how they respond will determine their impact. They also explore emerging threats like data poisoning, which can severely compromise AI models, and highlight technologies such as blockchain and encryption as potential defenses. The conversation underscores the complexity of data governance and the need for continuous updates to policies and procedures to safeguard data effectively.