Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 7 of 7 for “"Fault Injection Attacks"”.
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Fault Injection Attacks on RSA and CSIDH
Fault injection attacks are a powerful technique that intentionally induces faults during computations to leak secret information. This thesis studies the fault injection attack techniques. The thesis first categorizes various fault attack methods by fault model and fault analysis and gives …
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A supervised machine learning-based framework to detect low-level fault injections in software systems
Fault injection attacks inject faults into system components, inducing abnormal software behavior. Software vulnerability analysis cannot prevent new attack vectors without software modifications. Attack detection methods utilize system-specific software features and unsupervised learning due to …
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Architecture Support for Countermeasures against Side-Channel Analysis and Fault Attack
… secure; however, side-channel analysis attacks go beyond mathematics by taking measurements of the device’s electrical activity to reveal the secret data of a cipher. These attacks also go hand in hand with fault analysis techniques to disclose the secret key used in cryptographic …
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Robust Machine Learning Against Faults in Micro-Controllers and Stragglers in Distributed Training on the Cloud
… are showcased using voltage based fault injection attacks. This thesis provides a comprehensive guide to quantization of ML models for embedded system deployment. Experimental results from this thesis show that it is possible to force misclassifications of model inference outputs. …
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Ensuring reliable and secure deployment of emergent workloads on modern microprocessors
… threats. Physical phenomena, such as hardware faults, pose a challenge to dependable systems, as they can undermine both reliability and security. While these challenges have been extensively studied in the past, recent developments in fault models and cryptographic implementations introduce …
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Hardware and protocols for authentication and secure computation
… tags can be leveraged to mount side-channel and fault injection attacks. We design a new tagging solution that leverages ferro-electric capacitor based non volatile memory to addresses these issues. Next we note that resource constraints imposed by embedded devices often preclude the use of …