Colecția instituțională: Recent submissions

  • A comparative analysis of LLMs in mapping malware behaviors to MITRE ATT&CK techniques from textual threat intelligence reports 
    RESUL, Ebru; TURCANU, Dinu; RUGHINIS, Rǎzvan (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    Cyber Threat Intelligence (CTI) Reports are valuable resources of information for understanding adversarial behaviors and malware functionalities. However, their lack of consistency and structure often results in a challenge ...
  • Adversarial attacks for scripts 
    CHIPER, Maria; STANESCU, Daria; BECHERU, Traian; PECA, Ludmila (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    As the number of cyberattacks increases year by year, malware detection remains a pressing challenge, as traditional methods are no longer sufficient due to the dynamic nature of the field. Machine learning comes as an ...
  • Digital fleet management for ambulance service 
    NITU, Victor Emanuil; DUMITRASCU, Marius; LOAN, Slavu (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    The push for healthcare digitalization is growing, with increasing demands for security, data processing and streamlined applications. In the broader context, the technology can not only be used in a clinical setting, but ...
  • Protocols for semantic interoperability in distributed environments 
    BRÂNZAN, Leon (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    The domain of information and communication technology faces a challenge of integrating increasingly massive amounts of data. Despite significant progress in development of data management and exchange solutions (e.g., the ...
  • Temperance: Adversary emulation framework 
    BADEA, Dan Gabriel; POCRIS, Sabin; ŢURCANU, Dinu (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    This paper introduces and develops Temperance, an adversary emulation framework, which can be used to quickly reproduce a C2 (Command and Control) infrastructure by red team operators for simulating a cyber operation. The ...
  • A multi - agent framework for auditing Smart contracts 
    SPATARU, Alexe Luca; CARABAS, Costin; TURCANU, Dinu (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    Smart contracts power a vast array of blockchain applications, securing billions of dollars on decentralized finance, but their immutable nature turns every vulnerability into a permanent exploitable liability. Although ...
  • A comprehensive review of indoor localization techniques for autonomous robots 
    DICU, Teodor-Alexandru; PĂTRU, George-Cristian; VELCIU, Diana-Maria; ŢURCANU, Mihai (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    Indoor localization in environments without GPS poses a fundamental constraint for cost and payload limited autonomous robots, where high precision often conflicts with practical deployment; optical motion capture systems ...
  • Practical benchmark of open-source MLOps platforms: Comparing MLflow, Metaflow and ZenML across model type 
    BADEA, Dan Gabriel; MONEA, Damian; SAVA, Lilia (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    This paper presents a comparison between three popular open-source MLOps frameworks: MLflow, Metaflow, and ZenML, studied in three real-world machine learning scenarios: extractive text summarization using a BERT-based ...
  • Towards transparent judging: Sentiment analysis and score distribution in educational competitions 
    RADULESCU, Vlad; VĂDUVA, Jan-Alexandru; ŢURCANU, Tatiana (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    Capstone projects represent practical projects car-ried out at the end of a study program or chapter, integrating knowledge into functional solutions, relevant for real-life contexts. The complex nature of these projects ...
  • Securely sharing Electronic Health Records over blockchain 
    PARIS, Cristian-Tănase; CARABAS, Costin; BOSTAN, Viorel (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    Blockchain technology has gained significant traction in recent years. These decentralized databases offer security, immutability, and scalability across various applications. These properties are ideal for building ...
  • Practical cryptanalysis of ECDSA: Comparative efficiency analysis of Brute-Force and Baby-Step Giant-Step key recovery methods 
    PATRASCU, Ionel; SIMINIUC, Sergiu (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    The Elliptic Curve Digital Signature Algorithm (ECDSA) is pivotal for securing digital information across various applications. This paper investigates ECDSA's security by focusing on two generic attack methodologies: ...
  • Aplicarea diagramelor temperatură – timp la rezolvarea problemelor de calorimetrie 
    POPA, Mihail (“Ion Creanga" State Pedagogical University, 2025)
    Articolul respectiv își propune scopul să prezinte utilizarea diagramelor temperatură-timp la rezolvarea reușită a problemelor de calorimetrie. La rezolvarea multiplelor probleme de fizică este suficientă rezolvarea ...
  • Despre aplicarea matematicii la rezolvarea problemelor de fizică 
    CHISTOL, Vitalie (“Ion Creanga" State Pedagogical University, 2025)
    În articol se evidențiază rolul esențial al matematicii ca instrument de analiză și interpretare a fenomenelor fizice. Printr-un exemplu concret de problemă se demonstrează, modul în care conceptele matematice permit ...
  • Improving iOS Sandbox profile decompilation accuracy 
    DUŢU, Teodor-Ştefan; DEACONESCU, Adrian-Răzvan; PECA, Ludmila (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    Mobile devices have become ubiquitous, with iOS being the second most popular mobile operating system on the market [1]. One method iOS uses to ensure the security of its apps is through sandboxing. This mechanism is ...
  • ARTEMIS - empowered education through data analytics 
    DERVIS, Diana; DUMISTRĂCEL, Eduard; ŢURCANU, Tatiana (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    This article presents the development, im-plementation, and validation of a web application de-signed to create data analytics reports based on edu-cational data in order to help educators better under-stand how they can ...
  • Evaluating LLMs for automated requirement and test case generation in railway signaling systems 
    OȚELEA, Ionuț-Gabriel; PINTEA, Bogdan; RUGHINIȘ, Răzvan Victor; TÎRȘU, Valentina (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    Large Language Models (LLMs) have shown potential in supporting requirements engineering through automation, especially in regulated and safety-critical domains. This paper evaluates the capabilities of 3 well-known LLMs ...
  • AI gender bias in moral guidance: A computational content and sentiment analysis of ChatGPT, Gemini, Le Chat, and DeepSeek 
    IORDACHE, Diana; SIMINIUC, Rodica (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    As generative AI systems become increasingly integrated into everyday life, their influence over human decision-making and perception has grown rapidly. Tools like ChatGPT, Gemini, Le Chat, and DeepSeek are frequently used ...
  • Artificial intelligence in Smart cities for citizens: Trends, challenges, and promises. A bibliometric text mining analysis 
    NĂSTASĂ, Anamaria; ROSNER, Daniel; BOSTAN, Viorel (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    Over the last decade, cities have become increasingly digitalized with the adoption of Artificial Intelligence (AI) technologies. While these changes encompass economic, technological, and infrastructure transformation, ...
  • Satellite data integration platform for public accessibility and educational use 
    SEVERIN, Sebastian; BISAG, Rares-Cristian; ILINCA, Dragos; DAVID, Simonel-Olimpiu; TURCANU, Dinu (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    The continuous growth of the space industry and the increasing demand for satellite data across various sectors high-light the need for accessible and user-friendly data integration platforms. However, despite the availability ...
  • Attitudes toward entrepreneurship and digitalization: How they shape high school students' readiness to start a business 
    SIMILEA, Robert; TURCANU, Tatiana; TITTERTON, Mike (IEEE (Institute of Electrical and Electronics Engineers), 2025)
    This paper examines the association between students' attitudes toward digitalization and their entrepreneurial readiness in Romanian technical and vocational high schools. We analyze 11th-12th graders (aged 16–19) engaged ...

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