BEGIN:VCALENDAR VERSION:2.0 PRODID:-//KnowAFest//Campus Events//EN BEGIN:VEVENT UID:eventsphere-65769@www.knowafest.com DTSTAMP:20261008T125251Z DTSTART:20260508T183000Z DTEND:20260509T182959Z SUMMARY:One-day Online workshop on Data Chaos to Trusted and Secure Intelli gent Systems: Building High-Quality Data\, Reliable Models and Defensive S trategies 2026 LOCATION:Vellore Institute of Technology\, Vellore DESCRIPTION:

This one-day workshop\, Data Chaos to Trusted and Secure Int elligent Systems: Building High-Quality Data\, Reliable Models and Defensi ve Strategies\, offers a balanced introduction to the development of intel ligent systems that are both reliable and secure. The programme begins wit h the importance of high-quality data\, structured datasets\, preprocessin g\, and feature engineering for predictive modeling. It then covers reliab le model development through machine learning paradigms\, validation metho ds\, and evaluation metrics. The workshop also introduces the foundations of trustworthy AI\, including interpretability\, robustness\, fairness\, a nd governance. In the later sessions\, participants will explore major inf ormation security threats\, breach analysis\, and vulnerabilities in data handling. Practical defensive strategies such as authentication\, access c ontrol\, encryption\, and secure storage will also be discussed. Overall\, the workshop helps participants understand how data quality\, model relia bility and security together support the development of trusted intelligen t systems.

URL:https://www.knowafest.com/one-day-online-workshop-on-data-chaos-to-trus ted-and-secure-intelligent-systems-building-high-quality-data-reliable-mod els-and-defensive-strategies-20 END:VEVENT END:VCALENDAR