The security and privacy of modern computing devices have become an important design
metric with the unprecedented increase in the amount of personal information stored in the …

Traditional machine learning techniques (excluding deep learning) include a range of
approaches, such as supervised, semi-supervised, and unsupervised modeling methods …

We propose a Profiling through Relevance-Learning (PRL) technique on Physical Leakage
Information (PLI) to extract highly correlated PLI with processed data, as to achieve a highly …

As a common defense against side-channel attacks, random delay insertion introduces
noise into the executive flow of encryption, which increases attack complexity. Accordingly …

From the perspective of probability, we propose a new method for black-box adversarial
attack via black-box variational inference (BBVI), where the knowledge of victim model is …

Side channel attacks (SCA) are powerful tools to recover the secret keys of cryptographic
devices by employing physical leakages of the devices. In practice, numerous …

Cryptographic algorithm is the most commonly used method of information security
protection for many devices. The secret key of cryptographic algorithm is usually stored in …

A form of attack that exploits the vulnerabilities in the physical implementations of security
devices (or computing units) is the Side Channel Analysis (SCA) Attack. In SCA, making …

Side-Channel Attack (SCA) is an emerging technique to reveal the secret key of crypto-
devices by analyzing the processed-data and their Physical Leakage Information (PLI). The …