1. IWAIS - The 1st International Workshop on Artificial Intelligence & Security

15:30-17:00, Aug 5 @Tulip

Overview:
IWAIS provides an international forum for researchers and practitioners to exchange pioneering ideas at the convergence of AI, security, and privacy. In the era of large language models and generative AI, this workshop addresses critical concerns about security, privacy, and trustworthiness in AI systems.

Key Research Areas:

· Adversarial machine learning and AI system security

· Privacy-preserving machine learning and federated learning

· Trustworthy AI, explainability, and robustness

· Security in large language models and AI misuse prevention

· Secure knowledge graphs and privacy-preserving data mining

2. ADSPP - Advanced Data Security and Privacy Preservation in AI

15:30-17:00, Aug 5 @Lotus

Overview:
ADSPP addresses escalating risks of data breaches, unauthorized access, and information misuse as AI systems become pervasive. The workshop focuses on sophisticated cyber threats targeting AI models, including adversarial attacks, model inversion, and data poisoning.

Core Topics:

· Privacy-preserving machine learning and data encryption

· Knowledge graph security and secure data sharing

· Zero-knowledge proofs and homomorphic encryption

· Privacy preservation in edge AI computing

· Ethical AI design for privacy protection

3. TDKFPA - Time Series Methods for Dynamic Knowledge Fusion and Predictive Analytics (Special Session)

15:30-17:00, Aug 5 @Tulip

Overview:
This special session explores temporal data analytics and its integration into knowledge management frameworks. It emphasizes innovative methodologies that drive predictive analytics in complex, real-world systems for strategic decision-making.

Research Directions:

· Advanced time series modeling with statistical and ML approaches

· Dynamic knowledge fusion from heterogeneous data streams

· Predictive analytics for cybersecurity and supply chain management

· Uncertainty quantification and interpretability methods

· Integration with large language models and knowledge graphs

4. TKMB - Trustworthy Knowledge Management based on Blockchain

15:30-17:00, Aug 5 @Orchid

Overview:
TKMB explores the integration of blockchain technology in creating trustworthy, efficient, and secure knowledge management systems. Blockchain's decentralization, immutability, and transparency features provide a promising foundation for reliable knowledge management.

Core Topics:

· Decentralized knowledge management systems

· Blockchain-based intellectual property protection

· Trust-enhancing decentralized knowledge repositories

· Blockchain integration with AI for intelligent systems

· Incentive models for knowledge sharing and collaboration