B8311 - SECURITY OF DATA AND NEURAL PROCESSING M

Academic Year 2026/2027

  • Moduli: Davide Brunelli (Modulo 1) (Modulo 2)
  • Teaching Mode: In-person learning (entirely or partially) (Modulo 1); In-person learning (entirely or partially) (Modulo 2)
  • Campus: Bologna
  • Corso: Second cycle degree programme (LM) in Electronic Engineering (cod. 6716)

    Also valid for Second cycle degree programme (LM) in Electronic Engineering (cod. 6716)

Learning outcomes

The course provides a basic knowledge of the fundamental concepts, terminology and problems in cryptography as well as tools for assessing the security of data protection schemes commonly employed. It also provides high level requirements and design guidelines for typical blocks used in security-ensuring mechanisms.

Course contents

Part 1 - Fundamentals 

  • Data security services
  • Symmetric Algorithms
  • Perfect Secrecy, Diffusion, and Confusion
  • Stream Ciphers: LFSR, Berlekamp-Massey Algorithm, CPRNG
  • Block Ciphers: AES, Modes of Operation
  • Asymmetric Algorithms
  • RSA
  • Cyclic Groups and DHKE
  • Digital Signature
  • Hash function
  • Post-Quantum Cryptography
  • Block-Chain
  • Security in Neural Networks

 

Part 2 - Practical implementation

  • Modular arithmetic and foundations
  • Authentication and integrity mechanisms
  • Key management
  • Hardware security features, focusing on microcontrollers
  • Secure Boot and Firmware Update

Part 3 - Blockchain and Ethereum module

  • Distributed Ledger Technology
  • Hash chains
  • Blocks and transactionsConsensus mechanisms
  • Proof-of-Work
  • Proof-of-Stake
  • Public/private key model
  • Wallets
  • Transactions
  • Ethereum Virtual Machine (EVM)
  • Smart contracts
  • Practical exercizes 

Readings/Bibliography

Available on the platform Virtuale:

  • Lecture Notes
  • Scientific papers
  • Technical notes/specifications and standards publications

Additional textbooks for reference

  • Boneh, Shoup, "A Graduate Course in Applied Cryptography" (available online cryptobook.us [https://toc.cryptobook.us/] )
  • Smart, "Cryptography: An Introduction (3rd Edition)" (available online)
  • Rubinstein-Salzedo, "Cryptography", Springer, 2018 (available in the UniBO library)
  • Buchmann, "Introduction to Cryptography", Springer, 2001 (available in the UniBO library)

Teaching methods

  • Class lectures with theory
  • Lab sessions
  • Assessment methods

    Written and oral exam

    Teaching tools

    Lecture notes, recommended readings.
    Python programming language.

    Office hours

    See the website of Davide Brunelli

    See the website of