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This paper addresses the escalating threat of automated web scanners that perform malicious activities like credential stuffing, command injection, and account hijacking at web scale, causing tens …
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This paper tackles transaction fraud detection from a behavioral-sequence embedding angle rather than a pure tabular modeling angle
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This paper is a survey-style overview of browser fingerprinting as a tracking and identification technique, with an emphasis on the privacy implications rather than on proposing a new algorithm
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TempCharBERT tackles a narrow but important gap in biometrics: how to adapt pre-trained language models to keystroke dynamics, where the signal is not just character identity but timing information…
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This paper asks whether browsers can still be distinguished when all traffic is encrypted with HTTPS over TLS 1.3, using only observable packet/message lengths rather than plaintext HTTP headers or…
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This study tackles limitations in prior research on browser fingerprinting by collecting and publicly releasing a novel dataset that links detailed browser fingerprint attributes with rich user dem…
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This paper tackles a practical weakness in active TLS fingerprinting: as TLS 1.3, CDN termination, and ECH reduce observable variation, hash-based fingerprints such as JARM/JA3 become too coarse an…
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This paper asks a practical security question: if a malicious actor uses modern multimodal foundation models (MFMs) plus browser automation to operate social-media accounts, do major platforms actu…
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This systematic literature review (SLR) by Papasavva et al
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This paper addresses a major gap in browser fingerprinting research by providing the first empirical evidence that browser fingerprinting is actively used for online user tracking and targeted adve…
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This paper asks whether graph neural networks can do structure-only Sybil detection better than the classic random-walk / belief-propagation family when the attacker adds many attack edges or uses …
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This paper addresses the persistent security and authentication vulnerabilities in current online banking and decentralized financial transaction systems, focusing particularly on phishing, passwor…
