PROJECT TITLE :

Randomness Tests in Hostile Environments - 2018

ABSTRACT:

An acceptable way to assess the standard of an RNG (PRNG) is to apply a customary battery of statistical randomness tests to a sampled output. Such tests compare some observed properties of the sample to properties of the same distribution, with the hope to detect deviations from the expected behavior. Think about a (P)RNG that outputs M-bit values which, because of a failure or an attack, are coerced to a subset of 0, 1M of only 2n parts, for a few n <; M. Such outputs are predictable with a chance of at least a pair of-n > two-M, however the standard randomness tests do not essentially detect this behavior. We show here deterministic M-bit sequences (M = 128) that belong to a subset of size 2n, however pass the DIEHARD Battery of Tests of Randomness [1] and the NIST Statistical Test Suite [2], even with a relatively small price of n = twenty nine. To address the difficulty, we have a tendency to propose a detection methodology that is feasible even for giant values of n (e.g., n = 64). As a sensible example, we have a tendency to apply our method to rule out the existence of the speculative stealthy hardware Trojan that's mentioned in [3].


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE : Using Randomness to Improve Robustness of Tree-based Models Against Evasion Attacks ABSTRACT: Applications in the field of security have seen widespread adoption of machine learning models. On the other hand, it
PROJECT TITLE :Randomness Tests in Hostile Environments - 2018ABSTRACT:An acceptable means to assess the quality of an RNG (PRNG) is to use a normal battery of statistical randomness tests to a sampled output. Such tests compare
PROJECT TITLE : Further Improving Efficiency of Higher-Order Masking Schemes by Decreasing Randomness Complexitys - 2017 ABSTRACT: Most cryptographic implementations are prone to side-channel attacks. Among the countermeasures,
PROJECT TITLE :Step-Down Spatial Randomness Test for Detecting Abnormalities in DRAM Wafers with Multiple Spatial MapsABSTRACT:Defects on semiconductor wafers don't seem to be uniformly distributed, however tend to cluster. These
PROJECT TITLE : PSR A Lightweight Proactive Source Routing Protocol For Mobile Ad Hoc Networks - 2014 ABSTRACT: Opportunistic data forwarding has drawn much attention in the research community of multihop wireless networking,

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry