Events
Seminars, conferences, workshops..., find the agenda of scientific activities carried out by CREACH LABS
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Seminar
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SoSysec
Towards privacy-preserving and fairness-aware federated learning framework
Speaker : Nesrine Kaaniche - Télécom SudParis
Federated Learning (FL) enables the distributed training of a model across multiple data owners under the orchestration of a central server responsible for aggregating the models generated by the different clients. However, the original approach of FL has significant shortcomings related to privacy and fairness requirements. Specifically, the observation of the model updates may lead to privacy[…]-
Cryptography
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SoSysec
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Privacy
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Machine learning
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Seminar
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Cryptography
Dual attacks in code-based (and lattice-based) cryptography
Speaker : Charles Meyer-Hilfiger - Inria Rennes
The hardness of the decoding problem and its generalization, the learning with errors problem, are respectively at the heart of the security of the Post-Quantum code-based scheme HQC and the lattice-based scheme Kyber. Both schemes are to be/now NIST standards. These problems have been actively studied for decades, and the complexity of the state-of-the-art algorithms to solve them is crucially[…]-
Cryptography
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Seminar
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SoSysec
NEAT: A Nile-English Aligned Translation Corpus based on a Robust Methodology for Intent Based Networking and Security
Speaker : Pierre Alain - IUT de Lannion
The rise of Intent Based Networking (IBN) has paved the way for more efficient network and security management, reduced errors, and accelerated deployment times by leveraging AI processes capable of translating natural language intents into policies or configurations. Specialized neural networks could offer a promising solution at the core of translation operations. Still, they require dedicated,[…]-
SoSysec
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Network
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Security policies
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Seminar
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SoSysec
Black-Box Collision Attacks on Widely Deployed Perceptual Hash Functions and Their Consequences
Speaker : Diane Leblanc-Albarel - KU Leuven
Perceptual hash functions identify multimedia content by mapping similar inputs to similar outputs. They are widely used for detecting copyright violations and illegal content but lack transparency, as their design details are typically kept secret. Governments are considering extending the application of these functions to Client-Side Scanning (CSS) for end-to-end encrypted services: multimedia[…]-
Cryptography
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SoSysec
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Focus
Conference on Informational Influence Warfare
Informational Influence Warfare (L2I) encompasses the entire range of techniques used to detect and counter adversary information maneuvers in cyberspace. It is based on a national doctrine that takes into account regulatory, ethical, and geopolitical considerations, as well as a vast technical corpus that includes automatic language processing, large-scale data mining, analysis of collective dynamics on social networks, and more traditional cybersecurity techniques such as protection and attack methods for information systems.
The DGA's Maitrise de l'Information technical center is the MinArm's technical expert in cybersecurity and, as such, has developed expertise in the field of L2I. In collaboration with the Defense Innovation Agency, we wish to share our main technical concerns, challenges, and use cases with the academic research community in order to facilitate the implementation of collaborative projects that we will fund through our research support mechanisms, particularly Creach Labs.
The objective of this conference is to bring together all teams within the scope of CREACH LABS as well as MinArm experts working on L2I to take a cross-look at the main research challenges and facilitate the implementation of collaborative projects, allow PhD students and post-docs to present their project progress, and provide teams with a comprehensive view of ongoing work and strategic directions to take.
News
News, highlights...discover the latest information from CREACH LABS
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CREACH LABS - annual postdoctoral and research engineer funding campaign
CREACH LABS launches its 2025 call for projects to fund postdoctoral and research engineer positions.November 08, 2024 -
CREACH LABS - Annual PhD Funding Campaign
CREACH LABS launches its 2025 thesis grants campaign, joint with the DGA, AID, the Brittany Region and the EUR CyberSchool.November 04, 2024 -
CREACH LABS, Partner of European Cyber Week 2024
CREACH LABS is pleased to invite you to join us from November 18th to 21st, 2024 at the Couvent des Jacobins in Rennes during the European Cyber Week, Europe's leading cybersecurity and cyberdefense event.October 28, 2024
Publications
Articles, theses, white papers... find scientific publications resulting from research works and scientific collaborations supported by CREACH LABS.
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Article
« Energy backdoor attack to deep neural networks »
The transition to deep learning has led to a significant surge in computing complexity and energy consumption. This trend has prompted the adoption of acceleration hardware like tensor processing units (TPUs) and application specific integrated circuits (ASICs) to facilitate energy-efficient deployment on edge and mobile devices. However, recent studies have revealed their vulnerability to energy[…] -
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White paper
« Security supervision »
Security supervision is a field initiated in the 1980s. Even if the foundations of the field have remained unchanged for 40 years, the techniques for implementing them have of course greatly evolved. -
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Article
« BAGUETTE: Hunting for Evidence of Malicious Behavior in Dynamic Analysis Reports »
Malware analysis consists of studying a sample of suspicious code to understand it and producing a representation or explanation of this code that can be used by a human expert or a clustering/classification/detection tool. -
Jobs
Discover job opportunities (PhDs, postdocs, research engineer positions...) from CREACH LABS-funded projects and our partner organizations.
