Essays about: "sidokanalattack"
Found 3 essays containing the word sidokanalattack.
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1. Reverse Engineering of Deep Learning Models by Side-Channel Analysis
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Side-Channel Analysis (SCA) aims to extract secrets from cryptographic systems by exploiting the physical leakage acquired from implementations of cryptographic algorithms. With the development of Deep Learning (DL), a new type of SCA called Deep Learning Side-Channel Analysis (DLSCA) utilizes the advantages of DL techniques in data features processing to break cryptographic systems more efficiently. READ MORE
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2. Far Field EM Side-Channel Attack Based on Deep Learning with Automated Hyperparameter Tuning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Side-channel attacks have become a realistic threat to the implementations of cryptographic algorithms. By analyzing the unintentional, side-channel leakage, the attacker is able to recover the secret of the target. Recently, a new type of side-channel leakage has been discovered, called far field EM emissions. READ MORE
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3. Deep-Learning Side-Channel Attacks on AES
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Nyligen har stora framsteg gjorts i att tillämpa djupinlärning på sidokanalat- tacker. Detta medför ett hot mot säkerheten för implementationer av kryp- tografiska algoritmer. Konceptuellt är tanken att övervaka ett chip medan det kör kryptering för informationsläckage av ett visst slag, t.ex. READ MORE
