Ioannis Sorokos

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 29

Top Topics

Autonomous Systems

Conceptual Framework

Top Venues

Publications

Koorosh Aslansefat, Mojgan Hashemian, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Yiannis Papadopoulos
Explaining Black Boxes With a SMILE: Statistical Model-Agnostic Interpretability With Local Explanations. IEEE Softw. 41 (1) (2024)
Emilia Cioroaica, Barbora Buhnova, Daniel Schneider, Emrah Tomur, Ioannis Sorokos, Thomas Kuhn
Towards the Concept of Trust Assurance Case. RoSE@ICSE (2023)
Koorosh Aslansefat, Mojgan Hashemian, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Yiannis Papadopoulos
Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations. CoRR (2023)
Al-Harith Farhad, Ioannis Sorokos, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider
Scope Compliance Uncertainty Estimate. CoRR (2023)
Koorosh Aslansefat, Panagiota Nikolaou, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Jan Reich, Panayiotis Kolios, Maria K. Michael, Theocharis Theocharides, Georgios Ellinas, Daniel Schneider, Yiannis Papadopoulos
SafeDrones: Real-Time Reliability Evaluation of UAVs Using Executable Digital Dependable Identities. IMBSA (2022)
Al-Harith Farhad, Ioannis Sorokos, Andreas Schmidt, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider
Keep Your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring. IMBSA (2022)
Mohammed Naveed Akram, Akshatha Ambekar, Ioannis Sorokos, Koorosh Aslansefat, Daniel Schneider
StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance Measures. CoRR (2022)
Mohammed Naveed Akram, Akshatha Ambekar, Ioannis Sorokos, Koorosh Aslansefat, Daniel Schneider
StaDRe and StaDRo: Reliability and Robustness Estimation of ML-Based Forecasting Using Statistical Distance Measures. SAFECOMP Workshops (2022)
Emilia Cioroaica, Barbora Buhnova, Daniel Schneider, Ioannis Sorokos, Thomas Kuhn, Emrah Tomur
Towards the Concept of Trust Assurance Case. TrustCom (2022)
Koorosh Aslansefat, Panagiota Nikolaou, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Jan Reich, Panayiotis Kolios, Maria K. Michael, Theocharis Theocharides, Georgios Ellinas, Daniel Schneider, Yiannis Papadopoulos
SafeDrones: Real-Time Reliability Evaluation of UAVs using Executable Digital Dependable Identities. CoRR (2022)
Al-Harith Farhad, Ioannis Sorokos, Andreas Schmidt, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider
Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring. CoRR (2022)
Michael Kläs, Rasmus Adler, Ioannis Sorokos, Lisa Jöckel, Jan Reich
Handling Uncertainties of Data-Driven Models in Compliance with Safety Constraints for Autonomous Behaviour. EDCC (2021)
Andreas Schmidt, Jan Reich, Ioannis Sorokos
Live in ConSerts: Model-Driven Runtime Safety Assurance on Microcontrollers, Edge, and Cloud. EDCC (2021)
Andreas Schmidt, Joshua Frey, Daniel Hillen, Jessica Horbelt, Markus Schandar, Daniel Schneider, Ioannis Sorokos
A Framework for Automated Quality Assurance and Documentation for Pharma 4.0. SAFECOMP (2021)
Eric Armengaud, Daniel Schneider, Jan Reich, Ioannis Sorokos, Yiannis Papadopoulos, Marc Zeller, Gilbert Regan, Georg Macher, Omar Veledar, Stefan Thalmann, Sohag Kabir
DDI: A novel technology and innovation model for dependable, collaborative and autonomous systems. DATE (2021)
Jan Reich, Marc Wellstein, Ioannis Sorokos, Fabian Oboril, Kay-Ulrich Scholl
Towards a Software Component to Perform Situation-Aware Dynamic Risk Assessment for Autonomous Vehicles. EDCC Workshops (2021)
Emilia Cioroaica, Smruti Ranjan Kar, Ioannis Sorokos
Comparison of Safety and Security Analysis Techniques. CISIS-ICEUTE (2021)
Gilbert Regan, Fergal McCaffery, Pangkaj Chandra Paul, Jan Reich, Eric Armengaud, Cem Kaypmaz, Marc Zeller, Joe Zhensheng Guo, Simone Longo, Eoin O'Carroll, Ioannis Sorokos
Quality improvement mechanism for cyber physical systems - An evaluation. J. Softw. Evol. Process. 32 (11) (2020)
Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting, Ramin Tavakoli Kolagari, Yiannis Papadopoulos
SafeML: Safety Monitoring of Machine Learning Classifiers Through Statistical Difference Measures. IMBSA (2020)
Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos, Savas Konur
A Hybrid Modular Approach for Dynamic Fault Tree Analysis. IEEE Access 8 (2020)
Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting, Ramin Tavakoli Kolagari, Yiannis Papadopoulos
SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure. CoRR (2020)
Jan Reich, Daniel Schneider, Ioannis Sorokos, Yiannis Papadopoulos, Tim Kelly, Ran Wei, Eric Armengaud, Cem Kaypmaz
Engineering of Runtime Safety Monitors for Cyber-Physical Systems with Digital Dependability Identities. SAFECOMP (2020)
Gilbert Regan, Fergal McCaffery, Pangkaj Chandra Paul, Jan Reich, Ioannis Sorokos, Eric Armangeud, Marc Zeller, Simone Longo
Achieving Data Privacy with a Dependability Mechanism for Cyber Physical Systems. EuroSPI (2020)
Youcef Gheraibia, Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos
Safety + AI: A Novel Approach to Update Safety Models Using Artificial Intelligence. IEEE Access 7 (2019)
Declan Whiting, Ioannis Sorokos, Yiannis Papadopoulos, Gilbert Regan, Eoin O'Carroll
Automated Model-Based Attack Tree Analysis Using HiP-HOPS. IMBSA (2019)
Sohag Kabir, Ioannis Sorokos, Koorosh Aslansefat, Yiannis Papadopoulos, Youcef Gheraibia, Jan Reich, Merve Saimler, Ran Wei
A Runtime Safety Analysis Concept for Open Adaptive Systems. IMBSA (2019)
Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos, Youcef Gheraibia
A Conceptual Framework to Incorporate Complex Basic Events in HiP-HOPS. IMBSA (2019)
Athanasios Retouniotis, Yiannis Papadopoulos, Ioannis Sorokos, David Parker, Nicholas Matragkas, Septavera Sharvia
Model-Connected Safety Cases. IMBSA (2017)
Yiannis Papadopoulos, Martin Walker, David Parker, Septavera Sharvia, Leonardo Bottaci, Sohag Kabir, Luís Silva Azevedo, Ioannis Sorokos
A synthesis of logic and bio-inspired techniques in the design of dependable systems. Annu. Rev. Control. 41 (2016)
Luís Silva Azevedo, David Parker, Yiannis Papadopoulos, Martin Walker, Ioannis Sorokos, Rui Esteves Araujo
Exploring the Impact of Different Cost Heuristics in the Allocation of Safety Integrity Levels. IMBSA (2014)