Showing 21–40 of 265 results
/ Date/ Name
Aug 19, 2020NASCaps: A Framework for Neural Architecture Search to Optimize the Accuracy and Hardware Efficiency of Convolutional Capsule NetworksOct 12, 2020DESCNet: Developing Efficient Scratchpad Memories for Capsule Network HardwareFeb 28, 2021SpikeDyn: A Framework for Energy-Efficient Spiking Neural Networks with Continual and Unsupervised Learning Capabilities in Dynamic EnvironmentsNov 5, 2018Security for Machine Learning-based Systems: Attacks and Challenges during Training and InferenceJan 28, 2019CapsAttacks: Robust and Imperceptible Adversarial Attacks on Capsule NetworksMay 27, 2022fakeWeather: Adversarial Attacks for Deep Neural Networks Emulating Weather Conditions on the Camera Lens of Autonomous SystemsMar 3, 2023Exploring Machine Learning Privacy/Utility trade-off from a hyperparameters LensOct 13, 2022AccelAT: A Framework for Accelerating the Adversarial Training of Deep Neural Networks through Accuracy GradientApr 8, 2023RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial AttacksFeb 19, 2024An Empirical Evaluation of LLMs for Solving Offensive Security ChallengesMar 7, 2023An Edge-based WiFi Fingerprinting Indoor Localization Using Convolutional Neural Network and Convolutional Auto-EncoderFeb 16, 2024Studying the Impact of Quantum-Specific Hyperparameters on Hybrid Quantum-Classical Neural NetworksSep 30, 2024Navigating Threats: A Survey of Physical Adversarial Attacks on LiDAR Perception Systems in Autonomous VehiclesJul 23, 2024S-E Pipeline: A Vision Transformer (ViT) based Resilient Classification Pipeline for Medical Imaging Against Adversarial AttacksJul 20, 2023Approximate Computing Survey, Part II: Application-Specific & Architectural Approximation Techniques and ApplicationsFeb 17, 2024SpikeNAS: A Fast Memory-Aware Neural Architecture Search Framework for Spiking Neural Network-based Embedded AI SystemsNov 22, 2023Alleviating Barren Plateaus in Parameterized Quantum Machine Learning Circuits: Investigating Advanced Parameter Initialization StrategiesAug 11, 2025CognitiveArm: Enabling Real-Time EEG-Controlled Prosthetic Arm Using Embodied Machine LearningJul 25, 2025PennyCoder: Efficient Domain-Specific LLMs for PennyLane-Based Quantum Code GenerationNov 5, 2018ForASec: Formal Analysis of Security Vulnerabilities in Sequential Circuits