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

Highlights

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.