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~ similar to 2605.02990v2· 17 results

cs.SDcs.AIcs.CRRecentJun 4, 2026

Beyond Waveform Robustness: Robust Feature-Vocoder Adversarial Attacks on Automatic Speech Recognition

Yifan Liao, Zongmin Zhang, Zhen Sun, Yuhui Sun +2 more

The paper introduces a novel Clean-Referenced Feature-Vocoder Attack, a black-box adversarial attack that perturbs high-level SSL feature representations instead of raw audio waveforms, achieving supe…

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cs.CVcs.CRRecentMay 5, 2026

A Deeper Dive into the Irreversibility of PolyProtect: Making Protected Face Templates Harder to Invert

Vedrana Krivokuća Hahn, Jérémy Maceiras, Sébastien Marcel

The paper enhances the security of the PolyProtect biometric template protection method by proposing a key selection algorithm that significantly increases the difficulty of inverting protected face t…

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cs.CRcs.CVcs.LGRecentMay 13, 2026

LoREnc: Low-Rank Encryption for Securing Foundation Models and LoRA Adapters

Beomjin Ahn, Jungmin Kwon, Chanyong Jung, Jaewook Chung

LoREnc is a novel, training-free framework that secures Foundation Models (FMs) and LoRA adapters against intellectual property leakage and model recovery attacks by spectrally truncating weights and…

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cs.CRcs.SDRecentMay 5, 2026

DECKER: Domain-invariant Embedding for Cross-Keyboard Extraction and Recognition

Bikrant Bikram Pratap Maurya, Nitin Choudhury, Daksh Agarwal, Arun Balaji Buduru

The paper introduces DECKER, a domain-invariant framework that significantly improves cross-keyboard keystroke inference by normalizing device variations and leveraging linguistic context, demonstrati…

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cs.CRcs.SDeess.ASRecentMay 18, 2026

Escaping the Linearity Trap: Manifold Detours for Black-Box Adversarial Attacks on Singing Audio Deepfake Detection

Yifan Liao, Yule Liu, Zhen Sun, Zongmin Zhang +4 more

The paper introduces MARS, a novel meta-adversarial framework that significantly improves black-box adversarial attacks against state-of-the-art Singing Voice Deepfake Detection (SVDD) systems by esca…

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cs.CRcs.AIRecentMay 12, 2026

AccLock: Unlocking Identity with Heartbeat Using In-Ear Accelerometers

Lei Wang, Jiangxuan Shen, Xi Zhang, Dalin Zhang +5 more

AccLock proposes a passive, zero-involvement user authentication system that uses unique biometric features from in-ear accelerometers (BCG signals) to achieve secure and unobtrusive identity verifica…

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cs.AIcs.MMcs.SDRecentMay 27, 2026

From Talking to Singing: A New Challenge for Audio-Visual Deepfake Detection

Ke Liu, Jiwei Wei, Wenyu Zhang, Shuchang Zhou +4 more

The paper introduces a new dataset (SHDF) and a framework (T-AVFD) to robustly detect audio-visual deepfakes, specifically addressing the challenge posed by singing vocalizations.

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cs.ETcs.CRcs.CVRecentMay 16, 2026

BIDO: A Biometric Identity Online Authentication Framework

Aditya Mithra, Sibi Chakkaravarthy S, Srinivas Kankanala

BIDO introduces a device-free, NIST AAL2-compliant biometric authentication standard that deterministically generates ephemeral ECDSA keys from live biometric measurements, eliminating the need for st…

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cs.CRRecentMay 16, 2026

A Lightweight QR-assisted Zero-knowledge Identification Protocol For Secure Authentication

Hüseyin Bodur

The paper proposes a lightweight Zero-Knowledge authentication protocol using QR codes, enhancing the Schnorr protocol with nonces and timestamps for secure, efficient, and replay-attack-resistant aut…

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cs.CRcs.AIcs.CVRecentApr 27, 2026

Scalable Secure Biometric Authentication without Auxiliary Identifiers

Alexander Bienstock, Daniel Escudero, Antigoni Polychroniadou, Zhen Zeng +4 more

The paper introduces a novel, scalable, and provably secure biometric authentication system designed to authenticate millions of users against cloud databases without requiring auxiliary identifiers.

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cs.CRRecentApr 22, 2026

VRSafe: A Secure Virtual Keyboard to Mitigate Keystroke Inference in Virtual Reality

Yijun Yuan, Na Du, Adam J. Lee, Balaji Palanisamy

The paper introduces VRSafe, a novel virtual QWERTY keyboard designed to significantly mitigate keystroke inference attacks in virtual reality by introducing false positive keystrokes and incorporatin…

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cs.CReess.ASRecentMay 8, 2026

Asymmetric Phase Coding Audio Watermarking

Guang Yang, Amir Ghasemian, Ninareh Mehrabi, Homa Hosseinmardi

The paper proposes Asymmetric Phase Coding (APC), a training-free cryptographic audio watermarking scheme that achieves high extraction rates (97.5%-98.3%) across various real-world and adversarial at…

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cs.CRcs.ETcs.LGRecentApr 30, 2026

Selfie-Capture Dynamics as an Auxiliary Signal Against Deepfakes and Injection Attacks for Mobile Identity Verification

Erkka Rantahalvari, Olli Silvén, Zinelabidine Boulkenafet, Constantino Álvarez Casado

The paper demonstrates that passive motion traces recorded during a mobile selfie capture can serve as a measurable, low-friction auxiliary signal for enhancing both spoof screening and user identity…

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cs.SDcs.AIcs.CLRecentMay 28, 2026

Audio Jailbreaks in Large Audio-Language Models: Taxonomy, Attack-Defense Analysis, and Cost-Aware Evaluation

Bo-Han Feng, Yu-Hsuan Li Liang, Chien-Feng Liu, You-Hsuan Chang +1 more

This paper provides a unified taxonomy and controlled empirical evaluation of jailbreak attacks and defenses for Large Audio Language Models (LALMs), demonstrating that safety evaluation must consider…

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cs.SDcs.CRRecentMay 2, 2026

MelShield: Robust Mel-Domain Audio Watermarking for Provenance Attribution of AI Generated Synthesized Speech

Yutong Jin, Qi Li, Lingshuang Liu, Jianbing Ni

MelShield is a robust, in-generation audio watermarking framework that embeds identifiable signals into AI-generated speech in the Mel-spectrogram domain for reliable copyright protection and attribut…

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cs.CRcs.CVcs.DCRecentMay 28, 2026

Ciphera: A Decentralised Biometric Identity Framework

Ankit Kanaiyalal Prajapati, Shahzad Memon, Mohammed Mahir Rahman, Ameer Al-Nemrat

Ciphera proposes a decentralized biometric identity framework that combines facial recognition with DIDs and VCs, achieving feasible sub-second verification while highlighting challenges in revocation…

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cs.CRRecentApr 17, 2026

MATRIX: Multi-Layer Code Watermarking via Dual-Channel Constrained Parity-Check Encoding

Yuqing Nie, Chong Wang, Guosheng Xu, Guoai Xu +3 more

MATRIX is a novel, robust code watermarking framework that encodes watermarks using constrained parity-check matrix equations, achieving high detection accuracy and improved robustness for code proven…

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