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When Your AI Becomes a Target: AI Security Incidents and Best Practices
Alexandre Massoud Alahi, Kathrin Grosse
In contrast to vast academic efforts to study AI security, few real-world reports of AI security incidents exist. Released incidents prevent a thorough investigation of the attackers' motives, as crucial information about the company and AI application is ...
AAAI Press2024Challenging the Assumptions: Rethinking Privacy, Bias, and Security in Machine Learning
Predictive models based on machine learning (ML) offer a compelling promise: bringing clarity and structure to complex natural and social environments. However, the use of ML poses substantial risks related to the privacy of their training data as well as ...
EPFL2023Security Measures for Grids Against Rank-1 Undetectable Time-Synchronization Attacks
Jean-Yves Le Boudec, Marguerite Marie Nathalie Delcourt
Time-synchronization attacks on phasor measurement units (PMUs) pose a real threat to smart grids; it was shown that they are feasible in practice and that they can have a nonnegligible negative impact on state estimation, without triggering the bad data d ...
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2022Effective know-your-customer method for secure and trustworthy non-fungible tokens in media assets
Touradj Ebrahimi, Clément Sanh
Non-fungible tokens (NFTs) are becoming very popular in a large number of applications ranging from copyright protection to monetization of both physical and digital assets. It is however a fact that NFTs suffer from a large number of security issues that ...
SPIE-INT SOC OPTICAL ENGINEERING2022Power Yoga: Variable-Stretch Security of CCM for Energy-Efficient Lightweight IoT
Damian Vizár, Reza Reyhanitabar, Emiljano Gjiriti
The currently ongoing NIST LWC project aims at identifying new standardization targets for lightweight authenticated encryption with associated data (AEAD) and (optionally) lightweight cryptographic hashing. NIST has deemed it important for performance and ...
RUHR-UNIV BOCHUM, HORST GORTZ INST IT-SICHERHEIT2021Symmetric Asynchronous Ratcheted Communication with Associated Data
Following up mass surveillance and privacy issues, modern secure communication protocols now seek strong security, such as forward secrecy and post-compromise security, in the face of state exposures. To address this problem, ratcheting was thereby introdu ...
Springer, Cham2020Privacy-Enhancing Technologies for Mobile Applications and Services
Over a third of the world's population owns a smartphone. As generic computing devices that support a large and heterogeneous collection of mobile applications (apps), smartphones provide a plethora of functionalities and services to billions of users. B ...
EPFL2019Analysis of In-vehicle Security System of Smart Vehicles
Modern automobiles utilize numerous computerized systems to control and observe the state of the vehicle. These systems use in-vehicle networks to communicate with each other and make intelligent decisions. However, because of the increasing trend to offer ...
Springer International Publishing Ag2019Building a common and privacy-preserving front end for open-source clinical research platforms
Being able to exploit large and heterogeneous medical data is crucial for realizing the promise of precision medicine to its full potential. Yet, currently, due to the presence of multiple and fragmented systems at different clinical sites, it is often dif ...
2018Improving Stateless Hash-Based Signatures
present several optimizations to SPHINCS, a stateless hash-based signature scheme proposed by Bernstein et al. in (2015): PORS, a more secure variant of the HORS few-time signature scheme used in SPHINCS; secret key caching, to speed-up signing and reduce ...
SPRINGER INTERNATIONAL PUBLISHING AG2018