Some Specific Examples of Attacks on Information Systems and Smart Cities Applications

Saračević, Muzafer; Selimi, Aybeyan; Plojovic, Semsudin

doi:10.1007/978-3-030-16837-7_10

Cited by 4 publications

(3 citation statements)

References 9 publications

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“…Attack Investigation. Sophisticated attacks disguise their behavior to evade the monitoring of intrusion detection systems when infiltrating information systems [28]. Provenance analysis is commonly used to investigate attacks and uncover hidden attack behaviors at the system layer.…”

Section: Related Workmentioning

confidence: 99%

ProvGRP: A Context-Aware Provenance Graph Reduction and Partition Approach for Facilitating Attack Investigation

Li,

Zhang,

Liu

2023

Electronics

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Attack investigation is a crucial technique in proactively defending against sophisticated attacks. Its purpose is to identify attack entry points and previously unknown attack traces through comprehensive analysis of audit data. However, a major challenge arises from the vast and redundant nature of audit logs, making attack investigation difficult and prohibitively expensive. To address this challenge, various technologies have been proposed to reduce audit data, facilitating efficient analysis. However, most of these techniques rely on defined templates without considering the rich context information of events. Moreover, these methods fail to remove false dependencies caused by the coarse-grained nature of logs. To address these limitations, this paper proposes a context-aware provenance graph reduction and partition approach for facilitating attack investigation named ProvGRP. Specifically, three features are proposed to determine whether system events are the same behavior from multiple dimensions. Based on the insight that information paths belonging to the same high-level behavior share similar information flow patterns, ProvGRP generates information paths containing context, and identifies and merges paths that share similar flow patterns. Experimental results show that ProvGRP can efficiently reduce provenance graphs with minimal loss of crucial information, thereby facilitating attack investigation in terms of runtime and results.

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Section: Related Workmentioning

confidence: 99%

ProvGRP: A Context-Aware Provenance Graph Reduction and Partition Approach for Facilitating Attack Investigation

Li,

Zhang,

Liu

2023

Electronics

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“…The growth of Artificial Intelligence has been significant within several industrial sectors and is anticipated to grow even more in the upcoming days (Saračević et al, 2019). Since, these commercial organizations are looking to adopt the features of artificial intelligence, robotics, and machine learning, it is necessary to stay aware of the laws and regulations associated with these technologies.…”

Section: Legal Regulations On Artificial Intelligencementioning

confidence: 99%

An Evaluation of the Legal Liability of Artificial Intelligence and Robotics in Balkan States (Slovenia, Serbia and North Macedonia)

Nuredin¹

2022

ivisum

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Emergence of several technologies and its relevant features have provided several organizations, state legislatives and normal human beings significant benefits in terms of enhancing their productivity and increasing their outcomes. Artificial Intelligence is one such technology that have sustained with beneficial parameters specifically for commercial firms Mikalef et al., (1). Artificial Intelligence incorporate features such as enhanced automation, smart intelligence services, accurate decision making and more. Nevertheless, the implementation of AI based features have significantly reduced the intervention of humans, Nahavandi (2), and the benefits it provides within health, environment, and economic sectors have raised several concerns. Potential misuse, unethical complexities, and biasness are some of the major hindrances which the technology faces. The states and national councils are accountable for mitigating such concerns and implement pertinent policies and regulations to extract out the positive aspects of Artificial Intelligence.Subsequent sections of this paper demonstrate and evaluates relevant information regarding Artificial Intelligence. Furthermore, other parts of this brief paper highlight the legal regulations associated with Artificial Intelligence. particular emphasis is placed on the regulatory parameters incorporated in Balkan States (Slovenia, Serbia, and North Macedonia) for Artificial Intelligence and Robots. Moreover, the regulations in American and European Law over these technologies are also discussed in this paper. Another important aspect which this paper covers is related to the determination of the capability which the robots possesses and discussion on how they can be accepted as legal subjects. Lastly, the paper ends with a conclusion and evaluation section based upon all the fundamentals briefed overall.

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“…Also, a unified IoT (Internet of Things) framework and zerotouch networks encourage factories to implement IIoT to transform into Industry 4.0 capability. These technologies are constantly improving machine-machine and human-machine communication and data transmission (Saračević et al, 2019). The innovations in this area increase speed, improve security and efficiency, and reduce network connectivity costs.…”

Section: Networking and Connectivitymentioning

confidence: 99%

Systematic Review of Big Data, Digital Transformation Areas and Industry

Selim¹

2021

ivisum

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Industrial development has been going on for several hundred years. In the XX century, three great industrial revolutions occurred in human life. Today we can discuss the fourth industrial revolution, called Industry 4.0. Industry 4.0 takes overproduction with robots that can communicate, detect the environment with sensors and realize the needs by analyzing data. This industry aims to produce better quality, cheaper, faster, and less wasteful. In addition, Industry 4.0 allows objects to communicate with each other and with people by monitoring cyber-physical systems and physical processes in modular smart factories, enabling decentralized collaborative decisions. Applying Industry 4.0 to protect and sustain their existence is inevitable in a competitive environment for businesses and organizations. It is necessary to know the industry 4.0 concept and its fundamental paradigms. Therefore, in this paper, we explained Industry 4.0 and studied his applications areas in 2021. Our study shows that Industry 4.0 is not present, and the technologies are much less current in industrial production in North Macedonia. The key term of the Fourth Industrial Revolution is poorly understood; the presence of Industry 4.0 in the media is deficient.

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Some Specific Examples of Attacks on Information Systems and Smart Cities Applications

Cited by 4 publications

References 9 publications

ProvGRP: A Context-Aware Provenance Graph Reduction and Partition Approach for Facilitating Attack Investigation

ProvGRP: A Context-Aware Provenance Graph Reduction and Partition Approach for Facilitating Attack Investigation

An Evaluation of the Legal Liability of Artificial Intelligence and Robotics in Balkan States (Slovenia, Serbia and North Macedonia)

Systematic Review of Big Data, Digital Transformation Areas and Industry

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