4 papers
Adversarial Robustness of Near-Field Millimeter-Wave Imaging under Waveform-Domain Attacks
Lhamo Dorje, Jordan Madden, Soamar Homsi +1
Near-field millimeter-wave (mmWave) imaging is widely deployed in safety-critical applications such as airport passenger screening, yet its own security remains largely unexplored.…
Towards Robust Speech Recognition for Jamaican Patois Music Transcription
Jordan Madden, Matthew Stone, Dimitri Johnson +1
Although Jamaican Patois is a widely spoken language, current speech recognition systems perform poorly on Patois music, producing inaccurate captions that limit accessibility and…
Bitstream Collisions in Neural Image Compression via Adversarial Perturbations
Jordan Madden, Lhamo Dorje, Xiaohua Li
Neural image compression (NIC) has emerged as a promising alternative to classical compression techniques, offering improved compression ratios. Despite its progress towards standa…
Robustness of Practical Perceptual Hashing Algorithms to Hash-Evasion and Hash-Inversion Attacks
Jordan Madden, Moxanki Bhavsar, Lhamo Dorje +1
Perceptual hashing algorithms (PHAs) are widely used for identifying illegal online content and are thus integral to various sensitive applications. However, due to their hasty dep…