Security in Distributed Machine Learning - Summer Course 2020 @ Online Mode

Participants Information

Participants:	50
Speakers:	07
Female participants:	21
Male participants:	29
Participants from SC/ST category:	06
Research Scholars:	07

Lab Sessions

• Tensorflow
• Hadoop & Spark
• Introduction to Avispa
• Case studies using Avispa
• Privacy preserving techniques

Topics Covered

• Inaugural & Introduction to ML
• Neural Networks
• Deep learning method
• Tensorflow
• Hadoop & Spark
• Optimization Techniques
• Distributed Machine learning
• Introduction to Collaborative learning
• Introduction to Security
• Introduction to Avispa
• Design of Secure Protocol
• Case studies using Avispa
• Privacy Preserving Models
• Privacy Preserving Techniques
• Introduction to Homomorphic Encryption
• Case study (Federated leaning/Collaborative learning)
• Introduction to Block Chain
• Etherium demonstration for collaborative learning

List of Speakers

Prof. R. K. Shyamasundar, Professor, IIT-Bombay

Dr. V. Santhosh Kumar, Assistant Professor, MNIT-Jaipur

Dr. U. S. N. Raju, Assistant Professor, NIT-Warangal

Dr. Sourangshu Bhattacharya, Assistant Professor, IIT-Kharagpur

Dr. S. Ravi Chandra, AssociateProfessor, NIT Warangal

Dr. R. Padmavathy, Associate Professor, NIT Warangal

Dr. Kunwar Singh, Assistant Professor, NIT Trichy

Feedback Summary

Excellent and Very informative FDP.

Great efforts of organising team. Need more FDP's like this in future also.

Excellent and effective resource perons.

Overall workshop was very good in all aspects.

Suggestions from Participants

The workshop can be improved if some more practical sessions implementation in real time.

Need little more explanation for starting stage people.

This program may be improved more with more hands on sessions.