جست‌وجوی استاد و پژوهشگر

Anjo Vahldiek-Oberwagnerمشاهده پروفایل

استاد مدعو

• System Security
• Operating Systems
• Trusted Execution Environments
• +۷ مورد دیگر

Anjo Vahldiek-Oberwagner is a Research Scientist at Intel Labs and an Adjunct Lecturer at TU Munich, where he contributes to both industrial R&D and academic education in systems and security. His work bridges hardware and software security, focusing on confidential computing, in-process isolation, and secure cloud deployments. PhD in Computer Science, Max Planck Institute for Software Systems & Saarland University, 2019 B.Sc. in Applied Computer Science, Cooperative University State University Baden-Wuertemberg, 2009 His research centers on system security, particularly techniques for protecting data confidentiality and integrity at rest, in-flight, and in-memory. He explores operating systems, distributed systems, and hardware-assisted security mechanisms such as Intel MPK and SGX. His work on ERIM, HFI, Endokernel, and Graphene has advanced secure in-process isolation and trusted execution environments. He has published extensively in top venues like USENIX Security, ASPLOS, and IEEE S&P. His recent publications reflect a strong trend toward practical, deployable security solutions for modern computing environments, including secure AI/ML deployments, efficient in-process isolation, and hardware-accelerated sandboxing. Themes include memory safety, performance optimization, and real-world applicability of security primitives. Scientific awards include: Distinguished Paper Award and Internet Defense Prize, USENIX Security 2019 (ERIM) Distinguished Paper Award, ASPLOS 2023 (HFI) IEEE Micro Top Picks 2024 (HFI) Intel Hardware Security Academic Award (Honorable Mention) DARPA Riser 2022 Intel Labs Gordy Award Honorable Mention He actively mentors and serves on program committees (EuroSys, USENIX Security, ASPLOS), chairs artifact evaluation (USENIX Security, EuroSys, SC), and is an Associate Editor for ACM TOPS. He has advised no formal students listed, but collaborates widely across Intel and academia. His work is supported by Intel and DARPA, and he holds multiple patents in secure computing and TEEs. He leads research on memory-safe architectures and secure cloud deployments at Intel Labs. He is involved in several research projects, including: Secure In-Process Memory Isolation, Shielding Applications in Untrusted Clouds via SGX, Memory-Safe Hardware and Software Architecture, and Research Artifacts and Evaluation. He is also a key contributor to the Graphene Library OS and works on validation and endorsement services for confidential computing.

Nedha De Silvaمشاهده پروفایل

پژوهشگر ارشد

• Microfinance
• Feminist Political Economy
• Gender Studies
• +۳ مورد دیگر

Nedha De Silva is a Research Fellow in the Department of Human Centred Computing at Monash University. Their work focuses on microfinance, gender studies, and economic security in Sri Lanka, with contributions to UN Sustainable Development Goal 4 (Education). Education: PhD in Sociology & Feminist Political Economy (2020–2024) from Monash University, analyzing rural women’s economic security through microfinance in post-war Sri Lanka. Research Interests: Microfinance’s impact on marginalized groups Gendered violence and economic disparities Post-war Sri Lankan economic policies Digital informal economies Recent Trends in Articles: Explore crises in microfinance, digital transformation in education, and Buddhist nationalist rhetoric. Works often intersect gender, economics, and Sri Lanka’s socio-political context. Scientific Awards: ISA Worldwide Competition for Junior Sociologists (2023) Grants & Projects: Lead investigator for the Research Internship Faculty of Arts with Uniting Vic Tas (2022–2023), focusing on community development and women’s rights. Labs/Teams: Collaborates with interdisciplinary teams across Monash’s Faculty of Arts and external organizations like Uniting Vic Tas.

Jake Monaghanمشاهده پروفایل

استادیار

• Political Philosophy
• Criminal Justice
• Legal Theory
• +۳ مورد دیگر

Jake Monaghan is an Assistant Professor of Philosophy at the University of Southern California (USC). He holds a Ph.D. in Philosophy from the University at Buffalo. His primary research focuses on political philosophy, particularly issues related to justice in policing and criminal legal systems. Monaghan’s work critiques systemic failures in political and legal frameworks, advocating for equitable and legitimate policing practices. He is the author of the book Just Policing , which explores the moral and institutional challenges of policing in flawed systems. Before USC, he served as a Visiting Assistant Professor at Chapman University’s Smith Institute for Political Economy & Philosophy and as a research-focused Assistant Professor at the University of New Orleans. Monaghan has practical experience in community programs, including running a reentry program at the Orleans Justice Center that provided digital literacy and job skills training to soon-to-be-released inmates. This program, though now defunct, reflects his commitment to bridging academic research with real-world applications. He currently consults for the Buffalo Police Department’s Foot Patrol Integration Unit, advising on policing strategies. His work frequently intersects with public policy, covering topics like cash bail systems, eviction impacts, and the ethical dimensions of policing demonstrations. Monaghan actively engages with media and scholarly platforms, discussing his research on outlets such as Micro-Digressions and Radio New Zealand Nights .

Malka N. Halgamugeمشاهده پروفایل

مدرس ارشد

• Cybersecurity
• AI Security
• Large Language Models
• +۵ مورد دیگر

Dr. Malka N. Halgamuge is a Senior Lecturer in Cybersecurity at RMIT University, Melbourne, Australia, and Chair of the IEEE Computational Intelligence Society Victorian Section. She holds a PhD from the University of Melbourne and has over 5,200 citations with an h-index of 38. Her research focuses on cybersecurity, AI security, large language models, blockchain, and IoT. Previously, she worked at La Trobe University as a Senior Lecturer and Course Coordinator for Micro-credential Cybersecurity courses. She managed the Australian Government's $4.7M Cyber Security Skills Partnership Innovation Fund, collaborating with industry partners like Cisco and Optus. Her industry experience includes roles as an EMR consultant, founder of SenseRadiation Pty Ltd, and part-time algorithm researcher at GreenBox Services. Malka has led over 300 conferences, including roles as Program Co-Chair and Track Chair. She has received numerous awards, including the CAS President's Fellowship and recognition as a top 2% cited researcher globally. Her work spans academic research, industry collaboration, and policy engagement in cybersecurity and emerging technologies.

Reza Hoseinnezhadمشاهده پروفایل

استاد

• Electrical and Electronic Engineering
• Artificial Intelligence and Image Processing
• Mechanical Engineering
• +۳ مورد دیگر

Professor Reza Hoseinnezhad is a faculty member in the School of Engineering at RMIT University, Australia. His research focuses on advanced engineering systems, including robotics, artificial intelligence, and autonomous systems. His work spans domains such as multi-object tracking, sensor fusion, and control systems with applications in underwater vehicles, autonomous driving, and manufacturing. He actively supervises research projects in areas like electronic seatbelt systems, anomaly detection, and swarm tracking. Research interests include Electrical and Electronic Engineering, Artificial Intelligence, Mechanical Engineering, and Manufacturing Engineering. His contributions leverage statistical methods, machine learning, and optimization to solve complex engineering challenges. Recent projects emphasize robust filtering, adversarial attack defenses, and distributed information fusion in connected systems. Professor Hoseinnezhad’s publications address cutting-edge topics like geometrically-informed particle filters, reinforcement learning for quadrupedal robots, and defect detection via point pattern analysis. His work bridges theoretical advancements with practical industrial and safety applications.

Nakul Gargمشاهده پروفایل

استادیار

• Ambient Intelligence
• Wireless Sensing
• Healthcare
• +۴ مورد دیگر

Nakul Garg is an Assistant Professor in the Department of Electrical & Computer Engineering at Rice University. He leads research in ambient intelligence, wireless sensing, and embedded AI, focusing on energy-efficient and scalable solutions for IoT systems, robotics, and healthcare. His work bridges the gap between sensing, computing, and communication in everyday environments. Education includes a PhD in Computer Science from the University of Maryland, College Park, and a B.Tech in Electronics & Communication Engineering from Indraprastha University, Delhi. His research has been recognized with awards such as the Marconi Society Young Scholar Award (2024) and the Best Paper Award at MobiSys 2022. Research interests span spatial sensing, low-power IoT localization, and integrating AI into wearable devices. Key projects include LiTEfoot (cellular-based asset tracking), FreshSense (food quality monitoring), and SPiDR (acoustic navigation for micro-robots). He actively collaborates with industry (e.g., Microsoft Research, NEC) and has advised multiple students in developing innovative systems. Awards and recognitions include the Cyber-Physical Systems Rising Star (2024), NSF I-Corps support, and multiple best paper/demo awards at top conferences. His work has been featured in ACM GetMobile and highlighted by the ACM SIGMOBILE community.

• Nonlocal Conservation Laws
• Mathematical Modeling of Vehicular Traffic
• Mathematical and Numerical Analysis of PDEs
• +۷ مورد دیگر

Dr. Jan Friedrich is a PostDoc researcher at the Institute for Geometry and Practical Mathematics (IGPM) at RWTH Aachen University, where he is part of the research group led by Prof. Dr. Michael Herty. He is also a Principal Investigator in the DFG-funded SPP 2410 CoScaRa project focusing on nonlocal conservation laws with space-dependent nonlocalities. Previously, he completed his PhD and served as a PostDoc at the University of Mannheim under Prof. Dr. Simone Göttlich. Research Interests: Nonlocal Conservation Laws and Balance Laws Mathematical Modeling of Vehicular Traffic Numerical Analysis of PDEs High-order Numerical Schemes (Finite Volume, CWENO, Godunov) PDE-constrained Optimization Lyapunov Stabilization of PDEs Particle-based Optimization Methods The recent publications show a consistent focus on the analysis, modeling, and numerical simulation of nonlocal PDEs, especially in traffic flow applications. His work bridges theoretical analysis (existence, stabilization) with computational methods (high-order schemes, splitting algorithms) and practical applications (junctions, multilane traffic, moving obstacles). The trend indicates strong interdisciplinary engagement with engineering and applied sciences. Scientific Awards: Paired Early Career Fellowship in Applied Research (PECFAR), Indo-German Science & Technology Centre (IGSTC, BMBF), 2025 Advising and Grants: Although no direct students are listed, Dr. Friedrich has co-supervised project staff such as Anika Beckers (RWTH Aachen) and Fabian Ziegler (University of Mannheim) in the CoScaRa project. He has secured competitive funding including the DFG SPP 2410 grant and the PECFAR fellowship, demonstrating strong grant acquisition ability. He has also contributed to academic advising through teaching assistant roles and mentoring in research projects. Labs and Teams: He is an active member of the research group of Prof. Dr. Michael Herty at IGPM, RWTH Aachen. He collaborates closely with Prof. Dr. Simone Göttlich (University of Mannheim) and is co-Principal Investigator in the joint DFG project. He has also been involved in international research networks with institutions in India (IIPE), France (INRIA), and the USA (ASU).

Michael B. Elmesمشاهده پروفایل

استاد

• Organizational Change
• Social Innovation
• Food Justice and Security
• +۵ مورد دیگر

Michael B. Elmes is a Professor at Worcester Polytechnic Institute's Business School with appointments in System Dynamics. Since joining WPI in 1990, he has developed an international reputation in organizational studies, particularly in social innovation, food justice, and place-based organizational research. He co-founded and directs the Wellington, New Zealand Project Center and founded the Nantucket Project Center. His educational background includes a B.S. from Union College (1975), M.A. from Colgate University (1979), and Ph.D. from Syracuse University (1989). Professor Elmes' research focuses on organizational change , social innovation , and food justice , with particular interest in ethical sensemaking at food banks, inequality in industrial food systems, and the role of place in organizational studies. His work bridges Western science and indigenous knowledge systems, emphasizing the importance of context in understanding organizational phenomena. He employs narrative, critical realist, and dramaturgical frameworks in his research. His publications demonstrate a trajectory from traditional organizational studies toward increasingly socially engaged research addressing food insecurity, climate resilience, and social justice. Recent work integrates sustainability concerns with organizational theory, particularly examining how communities respond to food insecurity and climate challenges. WPI Board of Trustees Chair's Exemplary Faculty Award (2022) Title VI grant in Business and International Education (2021) Fulbright Senior Scholar Award (2005) Journal of Management Inquiry Best Paper Award (2016) Academy of Management Learning and Education Best Paper Award (2012) Two Academy of Management Annual Meeting Best Paper Awards (1996, 2005) Professor Elmes has advised over 90 student projects, primarily focusing on food security, climate resilience, indigenous concerns, and community development. His Wellington Project Center has secured significant funding including a Title VI grant focused on Climate Resilience Enterprise Opportunities. He has served on numerous faculty committees across institutional, school, and departmental levels for over 30 years. He directs the Wellington, New Zealand Project Center (co-founded 2010) and founded the Nantucket Project Center (2007), developing sponsor relationships focused on climate change, sustainability, conservation education, human-wildlife interaction, earthquake issues, museum studies, alternative energy, and indigenous Maori concerns. His work with the Taos Institute connects his organizational scholarship with community-based applications.

• Inclusive Innovation
• Place-Based Development
• Social Policy
• +۷ مورد دیگر

Dr. Gerardo Javier Arriaga-Garcia is a Research Fellow at the City-Region Economic Development Institute (City-REDI), Birmingham Business School, University of Birmingham. He leads an inclusive innovation research agenda, focusing on place-based development and strengthening local innovation ecosystems through tailored frameworks and policy recommendations. Education: PhD in Social Policy, University of Birmingham, 2019 Postgraduate Certificate in Advanced Research Methods (PGCARMS), University of Birmingham, 2019 MA in International Relations, Universidad Pompeu Fabra, IBEI, 2010 MA in Development Studies, Erasmus Rotterdam University, ISS, 2009 BA in International Relations, National Autonomous University of Mexico, 2004 71ème Cours sur le Droit des Réfugiés, International Institute of Humanitarian Law, 2013 Dr. Arriaga-Garcia’s research centers on inclusive innovation, social policy, and economic development, particularly in marginalized communities and migrant enterprises. His work employs mixed-methods approaches, including Delphi, focus groups, interviews, and quantitative analysis, to develop actionable frameworks. He is recognized as a Fellow of the Higher Education Academy (FHEA) and has led impactful projects such as the Local Policy Innovation Partnership (LPIP) and the evaluation of the West Midlands Health Tech Innovation Accelerator (WMHTIA). His recent research trends emphasize policy co-creation, community-led innovation, and the socio-economic integration of migrants. These studies span disciplines such as public policy, regional development, and innovation studies, contributing to both academic discourse and practical policy implementation. Scientific Awards and Recognitions: Fellow of Higher Education Academy (FHEA), Advance HE, 2023 Board Member, Academics Stand Against Poverty, 2022 CPD Accredited Training on Managing Projects, CPD Standards Office, 2021 Dr. Arriaga-Garcia actively supervises PhD theses in inclusive innovation and place-based development. He has secured research grants and collaborated with public and private stakeholders, including Nesta and Innovate UK. His projects often involve community engagement, policy analysis, and the development of evaluation toolkits for innovation initiatives. He previously held a position as Associate Lecturer at Ulster University Business School and conducted research at Aston University and UNESCO. Labs and Research Teams: He is a key member of City-REDI, a research institute focused on regional economic development, and contributes to the Everyone Makes Innovation Policy initiative. His work frequently involves interdisciplinary collaboration with academic institutions, local leaders, and NHS partners.

• Behavioral Economics
• Experimental Economics
• Evolutionary Game Theory
• +۵ مورد دیگر

Hannes Rusch is an Associate Professor in the Micro- and Public Economics Department at Maastricht University and an Independent Max Planck Research Group Leader at the Max Planck Institute for the Study of Crime, Security and Law (MPI-CSL) in Freiburg. His research integrates behavioral economics, experimental methods, and evolutionary game theory to explore societal issues like cooperation, conflict, and intergroup dynamics. He focuses on how human societies manage conflicting interests to avoid segregation, violence, and war. His work spans interdisciplinary collaborations with organizations such as the UM Behavioral Insights Center and the Marburg Center for Institutional Economics. Rusch's research interests include intergroup conflict, altruism, heroism, and the evolutionary roots of cooperation. His recent publications analyze refugee integration dynamics, editorial bias in experimental economics, and the application of machine learning to central bank communication. He has secured over €2 million in funding and taught numerous courses, with over 50 citations to his work. His affiliations include the German National Academic Foundation and interdisciplinary economics fellowships. Current projects explore green monetary policy surprises and the ethical implications of institutional design. Notably absent from his profile are explicit awards or formal student listings, though his extensive publication record and institutional roles highlight his academic contributions. His work bridges economics, psychology, and evolutionary biology, emphasizing real-world societal challenges.

• Radar Systems
• Signal Processing
• Automatic Target Recognition
• +۷ مورد دیگر

Professor Carmine Clemente is a leading academic in Radar Systems and Signal Processing at the University of Strathclyde, Faculty of Engineering. His research spans defense and civilian applications, with international collaborations (USA, China, Europe) and over 185 research outputs. Key areas include emerging radar techniques, machine learning, and AI applications. PhD in Electronic & Electrical Engineering, University of Strathclyde Senior Member IEEE Chair, Advanced Signal Processing for Radar/EW at EMSIG (UK Radar Society) Research focuses on micro-Doppler signature analysis , MIMO radar , SAR polarimetry , and automatic target recognition . Recent projects include structural health monitoring of bridges and AI applications for space operations. Publications highlight advancements in cognitive radar jamming and SAR vibration analysis. 2nd place Copernicus Masters 2020 Best Paper Awards (Metrology for Aerospace 2020, SSPD Conference) European Satellite Navigation Competition winner 2016 Teaches Digital Signal Processing Principles and Assignment and Professional Studies . Supervises research teams in defense, security, and industrial/biomedical applications. Current projects include Leonardo Lab Phase 0 Activity and AI for Space Operations (£3000+ grants).

Anys Bachaمشاهده پروفایل

دانشیار

• Cybersecurity
• Computer Systems
• Mobile and Cloud Computing
• +۵ مورد دیگر

Anys Bacha is an Associate Professor at the University of Michigan-Dearborn and leads the Security and Systems Lab . He has over 13 years of R&D experience at Hewlett-Packard and holds a Ph.D. from The Ohio State University. His work focuses on secure and energy-efficient computer systems, bridging mobile/cloud computing with security research. Education : Ph.D. in Computer Science from The Ohio State University (2016) Expertise : Systems security, hardware-software co-design, machine learning for security, side-channel attacks, non-volatile memory His research explores: Novel malware defenses (ransomware, cryptojacking) Side-channel attack mitigation in speculative execution Machine learning acceleration using emerging memory technologies Security implications of non-volatile caches Peer-reviewed publications appear in top venues like IEEE TDSC, DSN, RAID, and MICRO. Notable trends include: Integration of deep learning and hardware security Systematic approaches to firmware trust Energy-conscious security mechanisms Scientific recognition includes: NSF grants totaling $1.4M+ IEEE Micro Top Picks Honorable Mentions Best Paper Award at CAL 2019 12 issued/pending patents Professional service includes committee roles at ISCA, IPDPS, and MICRO symposia, alongside memberships in IEEE and ACM.

• Computational Fluid Dynamics
• Digital Twin Technology
• Renewable Energy Systems
• +۵ مورد دیگر

Prof. Dr.-Ing. Frank Ulrich Rückert is a Professor of Fluid Energy Machines at the University of Applied Sciences Saarland (HTW Saar), where he teaches Thermodynamics, Fluid Dynamics, and Computational Fluid Dynamics. He serves as Spokesperson for the Institute for Physical Process Technology, Study Director for the Master's program in Safety Management, and Deputy Study Director for the Bachelor's program in Industrial Engineering. His work spans multiple research projects including WiPaKü, ELTROSOL, and H2-Schmiede. Dr. Rückert earned his degree in Environmental Engineering and Process Engineering with a focus on Process and Plant Engineering at BTU Cottbus, followed by a doctorate at the University of Stuttgart on technical combustion. His professional experience includes significant work at Robert Bosch GmbH at various international locations, where he developed nozzle and valve systems for liquid fuels and gases, and contributed to the pre-development of micro-steam turbines for waste heat recovery for over four years. His research focuses on modeling and simulation of physical and chemical processes, with particular expertise in Computational Fluid Dynamics (CFD), Computer Aided Engineering (CAE), digital twins, and programming mathematical models. He investigates renewable energy systems, heat transport, thermodynamics, energy storage, waste heat recovery, and high performance computing applications. His work bridges theoretical knowledge with practical engineering applications across power plant technology and grate firing systems. Dr. Rückert's recent publications demonstrate a strong trend toward digital twin technology across multiple engineering domains including hydraulic, pneumatic, electric, and mechanical systems. His work increasingly integrates artificial intelligence with simulation techniques, as evidenced by publications on AI-based positioning systems and metaverse applications for education. The research spans both fundamental engineering principles and cutting-edge applications in renewable energy systems. Honorary Golden Spike Award 2002 from the High Performance Computing Center Stuttgart (HLRS) Saarland Higher Education Teaching Award 2021 Dr. Rückert has secured funding for numerous research projects including WiPaKü (development of gearless wind energy generators), ELTROSOL (electrofilters for aerosol capture), H2-Schmiede (CO2 reduction in forging processes), and RePowerFish (renewable power supply for fish farming). He serves on the Scientific Committee for the SYMKOM conference and is actively involved with the Commercial Vehicle Cluster CVC Südwest. His external engagements include membership on the Landstuhl City Council and the Saarland Energy Innovation Initiative (LIESA). As Spokesperson for the Institute for Physical Process Technology and member of the wi-institute, Dr. Rückert leads several research teams focused on simulation and measurement technology. His work with the Wind Energy Lab demonstrates practical application of theoretical knowledge, while his involvement in the eClose project shows commitment to innovative educational approaches. The Competence Center for Fluid Machinery, Simulation and Measurement Technology serves as the hub for his interdisciplinary research activities.

Henry Hoffmannمشاهده پروفایل

استاد

• Self-aware Computing
• Adaptive Computing
• Computer Systems
• +۵ مورد دیگر

Henry Hoffmann is Professor and Liew Family Chair of the Department of Computer Science at the University of Chicago. He serves as Chair of the department and leads research in self-aware and adaptive computing systems. His work bridges traditional computer systems areas with control theory and machine learning to create systems that automatically adapt to meet high-level goals. Hoffmann received his Ph.D. from MIT in 2013 under advisors Anant Agarwal and Srinivas Devadas, with his dissertation titled "SEEC: a framework for self-aware management of goals and constraints in computing systems." He earned an S.M. from MIT in 2003 and a B.S. with highest honors and distinction from UNC-Chapel Hill in 1999. Hoffmann's research focuses on developing self-aware computing systems that understand high-level goals and automatically adapt their behavior to meet those goals optimally. His recent work has shifted toward applying these techniques to control machine learning and AI systems, building learning systems that dynamically adapt their internal structure and resource usage to meet accuracy, energy, performance, and security goals at inference time. His interdisciplinary approach combines operating systems, computer architecture, control theory, and machine learning. Analysis of Hoffmann's recent publications reveals a clear trajectory toward increasingly sophisticated applications of self-aware computing principles. His work has evolved from foundational resource management to cutting-edge applications in AI/ML systems, quantum computing, and security. The publications demonstrate a consistent theme of using control theory and machine learning to create adaptive systems that optimize multiple competing objectives like performance, energy efficiency, and reliability. Recent papers show expanding applications into large language models, quantum algorithms, and privacy-preserving techniques. Presidential Early Career Award for Scientists and Engineers (PECASE) 2019 DOE Early Career Award 2015 Samsung Security Hall of Fame recognition IEEE Micro Top Picks Honorable Mention awards FSE Test of Time Honorable Mention ASPLOS Hall of Fame recognition Hoffmann has mentored numerous PhD and Master's students who have gone on to successful careers in academia and industry. His research has secured over $19 million in funding for the University of Chicago. He co-founded Config Dynamics in 2019 to commercialize aspects of his self-aware computing research. His work has practical applications across data centers, edge computing, AI systems, and quantum computing. Hoffmann leads the SEEC (Self-aware, Energy-Efficient Computing) research group at the University of Chicago. The group focuses on developing frameworks and techniques for building self-aware computing systems that can dynamically adapt to changing conditions and requirements. The group maintains strong collaborations with industry partners and other academic institutions, particularly in the areas of quantum computing, AI systems, and energy-efficient computing.

Martina Zitterbartمشاهده پروفایل

استاد

• Multimedia Communication Systems
• Mobile and Ubiquitous Communication
• Ambient Technologies
• +۷ مورد دیگر

Martina Zitterbart is a Professor of Computer Science at the Karlsruhe Institute of Technology (KIT) , with a career spanning over 30 years in telematics research. She leads the Institute of Telematics , focusing on multimedia communication systems , mobile networking , and wireless sensor networks . Current C4 Professor at KIT since 2001 PhD in Computer Science (University of Karlsruhe, 1990) Visiting scientist at IBM Research (USA/Switzerland, 1989-1992) Her research now integrates artificial intelligence into network security and 6G automation . Key projects include: KIWI : Federated machine learning for cross-domain attack detection Open6GHub : 6G infrastructure development (€66.8M BMBF grant) 6G-ANNA : Network automation for next-gen mobile systems Recent publications focus on: DDoS attack detection through machine learning QUIC protocol performance in long-term use energy packet transmission for smart grids autonomic network management She has received multiple awards including: Alcatel SEL Research Prize (2002) Best Paper Awards (EI.A 2024, NoF 2023) Teaching Excellence Recognition (2003, 2008) As a member of IEEE, ACM, and the German Society for Informatics, she actively contributes to academic discourse through conferences like SIGCOMM and workshops on blockchain technology.