Publications

Analyses, presse
et recherche.

Articles académiques, couverture sectorielle et leadership d’opinion sur l’intelligence darknet OwlyScan.

Research IFIP SEC 2026

Cross-Modal Geometric Regularization for Multivariate Cybersecurity Anomaly Detection

Published at IFIP SEC 2026, this paper introduces cross-modal geometric regularization as a framework for detecting anomalies across multivariate cybersecurity data streams, improving detection accuracy while reducing false-positive rates in complex threat environments.

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Press GICAT / Milipol Paris

Milipol Paris 2025 — The GICAT Pavilion

SitinCloud participated in Milipol Paris 2025 as part of the GICAT pavilion, showcasing OwlyScan's darknet intelligence capabilities to defense and security professionals from around the world.

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Research IEEE ICTAI 2025

Channel-Aware Embedding Strategies for Clandestine Forum Intelligence Extraction

Accepted at IEEE ICTAI 2025, this research introduces channel-aware embedding strategies that substantially improve the quality of intelligence extracted from clandestine forums, enabling more precise attribution and threat actor profiling.

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Press Sud Ouest

Digital Gems Shine Under the Region's Eye

Sud Ouest spotlights SitinCloud among the region's most promising digital startups, highlighting the company's rapid growth and its innovative approach to darknet threat intelligence for the defense sector.

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Press GICAT

GICAT Welcomes Its 19 New Members

The French defense and security industry group GICAT officially welcomes SitinCloud as one of its 19 new members, recognizing OwlyScan's strategic contribution to sovereign cybersecurity and darknet intelligence.

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Press PSM

What New Uses of AI in Security?

PSM magazine examines emerging AI applications in the security sector, featuring SitinCloud's automated darknet monitoring platform as a leading example of how AI is transforming proactive threat detection.

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Press Placeco

000CT by SitinCloud: The Solution That Monitors the Dark Web for You

Placeco profiles SitinCloud's 000CT product, the precursor to OwlyScan, explaining how it automates continuous darknet surveillance to detect credential leaks, data breaches, and threat actor activity targeting French organizations.

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Press L'Usine Digitale

Cybersecurity: SitinCloud Detects Malicious Intrusions on the Dark Web

L'Usine Digitale covers SitinCloud's breakthrough capabilities in detecting malicious intrusions and data leaks on the dark web, demonstrating how automated intelligence extraction replaces costly manual OSINT operations for security teams.

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Press Entreprises en Nouvelle Aquitaine

Cybersecurity: SitinCloud Against Computer Hacking

Entreprises en Nouvelle Aquitaine features SitinCloud's mission to protect organizations from computer hacking by continuously monitoring clandestine networks for leaked corporate data, exposed credentials, and early breach indicators.

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Press Sénat français

For More Offensive Cyber Defense Coordination — French Senate Report

The French Senate's report on offensive cyber defense coordination references SitinCloud's darknet intelligence capabilities as a model for proactive, sovereignty-preserving threat detection that complements national cyber defense postures.

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