Essays about: "Electromagnetic side-channel attack"
Showing result 1 - 5 of 6 essays containing the words Electromagnetic side-channel attack.
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1. Improving deep learning assistedfar-field electromagnetic sidechannelattacks on AES : Effects on attack efficiency from using additive noise and otherdata augmentation techniques
University essay from KTH/MekatronikAbstract : Profiled side-channel attacks on hardware implemented cryptographic algorithms have been a well-researched topic for the past two decades and many countermeasures against these attacks have been proposed and adopted by the industry. Recently, a new form of far field EM side channel called "screaming channel attacks" have been highlighted. READ MORE
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2. An Efficiency Evaluation of Far-Field Electromagnetic Deep Learning Side-Channel Attacks in Controlled Environments
University essay from Uppsala universitet/Signaler och systemAbstract : As more and more modern systems and products use built-in microcontrollers, hardware security becomes more important to protect against cyber-attacks. Internet of things devices, like Bluetooth devices, usually use an encryption algorithm to keep data safe from hackers. Advanced Encryption Standard (AES) is a commonly used encryption algorithm. READ MORE
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3. Advanced Side-Channel Analysis of USIMs, Bluetooth SoCs and MCUs
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The use of deep learning for side channel analysis has shown a lot of success in recent years. Impressive results have been presented by many researchers. However, critics of this approach have voiced concerns about the ad hoc methodologies and bespoke neural network designs used in many presented approaches. READ MORE
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4. Far Field Electromagnetic Side Channel Analysis of AES
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Side-Channel Attacks (SCAs) have become a realistic threat to implementations of cryptographic algorithms. By utilizing the unintentionally leaked side-channel information during the execution of a cryptographic algorithm, it is possible to bypass the theoretical strength of the algorithm and extract its secret key. READ MORE
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5. Deep Learning Based Side-Channel Analysis of AES Based on Far Field Electromagnetic Radiation
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Advanced Encryption Standard (AES) is a widely accepted encryption algorithm used in Internet-of-Things (IoT) devices such as Bluetooth devices. Although the implementation of AES is complicated enough, attackers can still acquire the cryptographic information generated from the AES execution to perform Side-Channel Attack (SCA). READ MORE
