Essays about: "Far-Field Side-Channel Attacks"

Showing result 1 - 5 of 6 essays containing the words Far-Field Side-Channel Attacks.

  1. 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/Mekatronik

    Author : Axel Zedigh; [2022]
    Keywords : ;

    Abstract : 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

  2. 2. An Efficiency Evaluation of Far-Field Electromagnetic Deep Learning Side-Channel Attacks in Controlled Environments

    University essay from Uppsala universitet/Signaler och system

    Author : Gabriel Evensen; [2022]
    Keywords : SCA; DL-SCA; Side-Channel Attacks; Deep Learning Side-Channel Attacks; Far-Field Side-Channel Attacks;

    Abstract : 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

  3. 3. Far Field EM Side-Channel Attack Based on Deep Learning with Automated Hyperparameter Tuning

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Keyi Liu; [2021]
    Keywords : Side-Channel Attack; Deep Learning; Far Field EM emission; Auto Hyperparameter Tuning; Auto-Keras; AES; Sidokanalattack; Machine Learning; Multilayer Perceptron; Hyperparameter Tuning; Bayesian Optimization; Auto-Keras; AES;

    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

  4. 4. Using Correlation Analysis to Locate Encryption Activity in Electromagnetic Side-Channels

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Tore Johansson; Simon Weideskog; [2021]
    Keywords : AES; Cross correlation; Side-channel; SCA; Encryption; EM; Far-field;

    Abstract : Physical implementations of cryptographic algorithmscan leak sensitive information through different kindsof side-channels. This information can potentially be used forrecovering the secret key used in the algorithms. Recently, sidechannelattacks on CPU implementations of Advanced EncryptionStandard (AES) has been presented. READ MORE

  5. 5. Far Field Electromagnetic Side Channel Analysis of AES

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Zihao Zhao; [2020]
    Keywords : Side-channel analysis; far-feild electromagnetic emission; AES;

    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