Generative AI presents exciting opportunities for innovation and productivity, but it also brings forth new cyber security risks. These risks stem from the ability of generative AI algorithms to produce highly convincing deepfakes, simulate realistic user behavior, and exploit vulnerabilities in data systems. Cybercriminals can leverage its capabilities to create sophisticated phishing attacks and manipulate AI models for malicious purposes. The complex nature of generative AI algorithms and their reliance on vast training datasets pose challenges for traditional security measures.
To effectively integrate generative AI into corporate workloads, organizations must implement robust cyber security practices such as encryption, access controls, and continuous monitoring. Establishing governance frameworks addressing data management, adversarial defense, explainability, bias mitigation, and accountability is crucial to ensure responsible use and establish trust. Strengthening cyber security governance involves leveraging threat intelligence, adopting secure development practices, and conducting regular audits. A clear and unified regulatory framework is vital to manage risks, address public concerns, and promote responsible AI practices.
· Exploring the distinct challenges posed by generative AI systems like ChatGPT, Google Bard AI and its mitigation.
· Understanding the fundamental security implications of Generative AI and its impact on traditional cyber security practices.
· Unveiling the techniques employed by adversaries to exploit Generative AI models and compromise their integrity.
· Understanding the threat landscape: Discussions on adversarial attacks, data compromise, and manipulation of generated outputs.
· AI Governance in the context of Generative AI: Focused discourse on robust data management, defense techniques, explainability and transparency.
· Reinforcing the governance frameworks to ensure a secure and trustworthy generative
Dr. Utpal Chakraborty is an eminent Data Scientist and Quantum Scientist, and researcher. With over two decades of experience, he currently serves as the Chief Technology Officer at IntellAI.
His contributions have been recognized on several platforms, with accolades such as Gartner Ambassador 2023-24 (AI, Data & Analytics), AI Global Ambassador 2022-23, and Top 20 AI Influencers. He has also been recognized as an AI Champion of India, one of the Top 10 Chief Digital Officers in 2022 and Top 15 Generative AI Experts.
Before joining IntellAI, Dr Chakraborty held important positions at multiple MNCs including Larsen & Toubro (L&T) Infotech, IBM and Capgemini. His past roles include heading the Artificial Intelligence division at YES BANK and serving as the Chief Digital Officer at Allied Digital Services Ltd.
In addition to his corporate roles, Dr Chakraborty is a recognized TEDx speaker and the author of seven best-selling books on Artificial Intelligence, Quantum Computing, Web3 and Metaverse. He regularly shares his expertise at conferences around the world. Having published over 300 technical articles on artificial intelligence and machine learning, and Quantum Computing.
Dr Chakraborty has played a key role in promoting and educating about advanced technologies like AI and Quantum Computing in India. Over the last 15 years, he has given lectures at more than 600 schools, colleges, and universities to increase AI literacy among students and encourage its adoption. His efforts have significantly contributed to the widespread use of AI in Indian industries and start-ups. He has also led the way in demonstrating how AI can be used to create smarter Fintech solutions, benefiting the economy and promoting sustainable and inclusive finance in India.
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