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Muhammad Umar Janjua

Observed names: Janjua, Muhammad Umar, Muhammad Janjua, Muhammmad Umar Janjua
ORCID: 0000-0002-8048-6156
Observed ORCID: 0000-0002-8048-6156
OpenAlex ID: A5074976171
Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning
2021 · Inaam Ilahi, Muhammad Usama, et al. · IEEE Transactions on Artificial Intelligence · 181
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Using Blockchain to Rein in the New Post-Truth World and Check the Spread of Fake News
2019 · Adnan Qayyum, Junaid Qadir, et al. · IT Professional · 130
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Making federated learning robust to adversarial attacks by learning data and model association
2022 · Adnan Qayyum, Muhammad Umar Janjua, et al. · Computers & Security · 40
Formal Modeling and Verification of a Blockchain-Based Crowdsourcing Consensus Protocol
2022 · Hamra Afzaal, Muhammad Imran, et al. · IEEE Access · 35
LoRaDRL: Deep Reinforcement Learning Based Adaptive PHY Layer Transmission Parameters Selection for LoRaWAN
2020 · Inaam Ilahi, Muhammad Usama, et al. · Conference on Local Computer Networks · 35
Storage State Analysis and Extraction of Ethereum Blockchain Smart Contracts
2022 · Maha Ayub, Tania Saleem, et al. · ACM Transactions on Software Engineering and Methodology · 32
ProofChain: An X.509-compatible blockchain-based PKI framework with decentralized trust
2022 · Tania Saleem, Muhammad Umar Janjua, et al. · Computer Networks · 28
EthReview: An Ethereum-based Product Review System for Mitigating Rating Frauds
2020 · Maryam Zulfiqar, Filza Tariq, et al. · Computers & Security · 27
Intelligent Resource Allocation in Dense LoRa Networks using Deep Reinforcement Learning
2020 · Ilahi, Inaam, Usama, Muhammad, et al. · arXiv (Cornell University) · 19
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Secure Storage of Crypto Wallet Seed Phrase Using ECC and Splitting Technique
2024 · Syeda Tayyaba Bukhari, Muhammad Umar Janjua, et al. · IEEE Open Journal of the Computer Society · 17
Detailed analysis of Ethereum network on transaction behavior, community structure and link prediction
2021 · Anwar Said, Muhammad Umar Janjua, et al. · PeerJ Computer Science · 15
Formal verification of persistence and liveness in the trust-based blockchain crowdsourcing consensus protocol
2022 · Hamra Afzaal, Muhammad Imran, et al. · Computer Communications · 14
Formal verification of fraud-resilience in a crowdsourcing consensus protocol
2023 · Hamra Afzaal, Muhammad Imran, et al. · Computers & Security · 13
Sol2js: Translating Solidity Contracts into Javascript for Hyperledger Fabric
2018 · Muhammad Ahmad Zafar, Falak Sher, et al. · 11
Tracking adoption of revocation and cryptographic features in X.509 certificates
2021 · Maryam Zulfiqar, Muhammad Umar Janjua, et al. · International Journal of Information Security · 8
Predicting functional roles of Ethereum blockchain addresses
2023 · Tania Saleem, Muhammad Ismaeel, et al. · Peer-to-Peer Networking and Applications · 5
Sound analysis and migration of data from Ethereum smart contracts
2024 · Maha Ayub, Muhammad Waiz Khan, et al. · Automated Software Engineering · 4
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OnSpot system: test impact visibility during code edits in real software
2015 · Muhammad Umar Janjua · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 3
Analyzing shared keys in X.509 certificates with domain ownership
2025 · Kashif Junaid, Muhammad Umar Janjua · International Journal of Information Security · 2
Wealth Distribution and Link Predictability in Ethereum
2019 · Zeeshan Muzammal, Muhammad Umar Janjua, et al. · 2
A compliance-based ranking of certificate authorities using probabilistic approaches
2024 · Kashif Junaid, Muhammad Umar Janjua, et al. · International Journal of Information Security · 1
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Techreport: Evaluating Tor-based Location Privacy for Ethereum Validators
2026 · Janjua, Muhammad Umar, Mani, Akshaya, et al. · arXiv (Cornell University)
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Short Paper: SlotCollider - Detecting Storage Slot Collisions in Ethereum Smart Contracts
2025 · Muhammad Umar Janjua, Abeeha Fatima, et al. · Crypto Valley Conference on Blockchain Technology (CVCBT)
Works count: 23
Citation count: 622
H-index: 13
I10-index: 14
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