Distributed repair of deep neural networks
Deep Neural Networks (DNNs) are applied in several safety-critical domains and their
trustworthiness is of paramount importance. For example, DNNs used in autonomous driving as …
trustworthiness is of paramount importance. For example, DNNs used in autonomous driving as …
Interruptible Remote Attestation of Low-end IoT Microcontrollers via Performance Counters
D Li Calsi, V Zaccaria - ACM Transactions on Embedded Computing …, 2023 - dl.acm.org
Remote attestation is a method used in distributed systems to detect integrity violations on a
target device (prover) through a challenge–response protocol initiated by a verifier device. …
target device (prover) through a challenge–response protocol initiated by a verifier device. …
Adaptive search-based repair of deep neural networks
Deep Neural Networks (DNNs) are finding a place at the heart of more and more critical
systems, and it is necessary to ensure they perform in as correct a way as possible. Search-…
systems, and it is necessary to ensure they perform in as correct a way as possible. Search-…
Federated Repair of Deep Neural Networks
As DNNs are embedded in more and more critical systems, it is essential to ensure that they
perform well on specific inputs. DNN repair has shown good results in fixing specific …
perform well on specific inputs. DNN repair has shown good results in fixing specific …
[HTML][HTML] The impact of message losses and retransmissions on quantum cryptographic protocols
DL Calsi, P Kohl, JH Choi, J Nötzel - Computer Networks, 2024 - Elsevier
Quantum cryptography promises information theoretic security of several cryptographic
primitives. Most of the proposed security proofs work in an ideal communication scenario where …
primitives. Most of the proposed security proofs work in an ideal communication scenario where …
Quantum Static Remote Attestation
DL Calsi, J Nötzel - 2023 IEEE 9th World Forum on Internet of …, 2023 - ieeexplore.ieee.org
Quantum information processing has proven to be beneficial to several domains, including
security. Quantum Cryptography allows to construct unconditionally secure imple-mentations …
security. Quantum Cryptography allows to construct unconditionally secure imple-mentations …
Interruptible remote attestation via performance counters
D LI CALSI - 2021 - politesi.polimi.it
Low-power microcontrollers (MCU) are simple yet flexible devices employed in several
scenarios, from wearable Smart Devices to Industrial Applications. Despite their constrained …
scenarios, from wearable Smart Devices to Industrial Applications. Despite their constrained …
Distributed Repair of Deep Neural Networks (Hot off the Press at GECCO 2024)
Deep Neural Networks (DNNs) are increasingly used for critical tasks, such as classification
in autonomous driving, whose trustworthiness is extremely important. To guarantee …
in autonomous driving, whose trustworthiness is extremely important. To guarantee …
Comment on “quantum identity authentication with single photon”
D Li Calsi, P Kohl - Quantum Information Processing, 2024 - Springer
A few years ago Hong et al.(Quantum Inf Process 16: 236, 2017) proposed a quantum
identity authentication protocol using single photons and executable on currently available …
identity authentication protocol using single photons and executable on currently available …
[PDF][PDF] State of the Art on: Interuptible Remote Attestation
DLI CALSI, M POLIMI - honours-programme.deib.polimi.it
Embedded Systems have gained much popularity in the last decade, and are currently
employed in a large range of applicative scenarios. You can find them in smart devices installed …
employed in a large range of applicative scenarios. You can find them in smart devices installed …