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50th DSN 2020: Valencia, Spain - Workshops
- 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, DSN Workshops 2020, Valencia, Spain, June 29 - July 2, 2020. IEEE 2020, ISBN 978-1-7281-7263-7
- Homa Alemzadeh, Rakesh Bobba
, Varun Chandrasekaran, David E. Evans, Nicolas Papernot, Karthik Pattabiraman, Florian Tramèr:
Third International Workshop on Dependable and Secure Machine Learning - DSML 2020. x - Carles Hernández, Jaume Abella
Workshop on High-performance Computing Platforms for Dependable Autonomous Systems. xii - Ibéria Medeiros
Second International Workshop on Data-Centric Dependability and Security (DCDS). xi - João Carlos Cunha, Kalinka Branco, Michaël Lauer:
6th International Workshop on Safety and Security of Intelligent Vehicles - SSIV 2020. xiii
DSML 2020: Dependable and Secure Machine Learning
- Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra:
TAaMR: Targeted Adversarial Attack against Multimedia Recommender Systems. 1-8 - Mehrgan Khoshpasand, Ali A. Ghorbani:
On The Generation of Unrestricted Adversarial Examples. 9-15 - Yiren Zhao, Ilia Shumailov, Han Cui
Blackbox Attacks on Reinforcement Learning Agents Using Approximated Temporal Information. 16-24 - Abdulrahman Mahmoud, Neeraj Aggarwal, Alex Nobbe, Jose Rodrigo Sanchez Vicarte, Sarita V. Adve, Christopher W. Fletcher, Iuri Frosio, Siva Kumar Sastry Hari:
PyTorchFI: A Runtime Perturbation Tool for DNNs. 25-31 - João Martins, Raul Barbosa
Online Verification through Model Checking of Medical Critical Intelligent Systems. 32-37 - Ravi S. Raju, Mikko H. Lipasti:
BlurNet: Defense by Filtering the Feature Maps. 38-46
DCDS '20: DSN Workshop on Data-Centric Dependability and Security
- Hao Zhen
Association Rule Mining with Differential Privacy. 47-54 - Peilun Wu
Pelican: A Deep Residual Network for Network Intrusion Detection. 55-62
Workshop on High-Performance Computing Platforms for Dependable Autonomous Systems
- Jimmy Le Rhun, Sylvain Girbal
Open Source Hardware: An Opportunity For Critical Systems. 63-65 - Jan Andersson:
Development of a NOEL-V RISC-V SoC Targeting Space Applications. 66-67 - Irune Agirre:
Safe and secure software updates on high-performance embedded systems. 68-69 - Nicholas Mc Guire, Imanol Allende
Approaching certification of complex systems. 70-71 - José Hernández-Orallo:
AI Safety Landscape From short-term specific system engineering to long-term artificial general intelligence. 72-73
SSIV 2020: 6th International Workshop on Safety and Security of Intelligent Vehicles
- Jyotika Athavale, Andrea Baldovin, Ralf Graefe, Michael Paulitsch, Rafael Rosales:
AI and Reliability Trends in Safety-Critical Autonomous Systems on Ground and Air. 74-77 - Mohand Hamadouche
Reward Tuning for self-adaptive Policy in MDP based Distributed Decision-Making to ensure a Safe Mission Planning. 78-85 - Fredrik Warg
The Quantitative Risk Norm - A Proposed Tailoring of HARA for ADS. 86-93 - Behrooz Sangchoolie, Peter Folkesson, Pierre Kleberger
Analysis of Cybersecurity Mechanisms with respect to Dependability and Security Attributes. 94-101 - Mehrdad Moradi
Exploring Fault Parameter Space Using Reinforcement Learning-based Fault Injection. 102-109 - Nasos Grigoropoulos
Flexible Deployment and Enforcement of Flight and Privacy Restrictions for Drone Applications. 110-117 - Hans Dermot Doran
Conceptual Design of Human-Drone Communication in Collaborative Environments. 118-121 - Anthony Favier, Antonin Messioux, Jérémie Guiochet, Jean-Charles Fabre, Charles Lesire:
A hierarchical fault tolerant architecture for an autonomous robot. 122-129
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