Academic literature on the topic 'Threats and challenges'

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Journal articles on the topic "Threats and challenges"

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o‘g‘li, Atakulov Bekzod Abduhalil. "Cybersecurity: threats, challenges, solutions." International Journal of Law And Criminology 5, no. 1 (2025): 5–8. https://doi.org/10.37547/ijlc/volume05issue01-02.

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Reliable and secure operation of data networks, computer systems and mobile devices is the most important condition for the functioning of the state and for maintaining economic stability. The safe operation of key information systems in common use is influenced by many factors: cyberattacks, disorders caused by physical impact, failure of hardware and software, humane mistakes. These events demonstrate how modern society depends on stability of information systems.
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Tanwar, Prof Rakesh. "Cyber Security Challenges." International Journal for Research in Applied Science and Engineering Technology 13, no. 1 (2025): 564–66. https://doi.org/10.22214/ijraset.2025.66263.

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In an increasingly digitized world, cybersecurity has emerged as a critical domain for ensuring the safety and integrity of information systems. This paper provides a comprehensive overview of the current state of cybersecurity, highlighting the evolving threat landscape, key challenges, and strategic defenses. Cyber threats have become more sophisticated and widespread, targeting both individuals and organizations. These threats include various forms of malware, phishing attacks, ransomware, and advanced persistent threats. As a result, the need for robust cybersecurity measures has never bee
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Dimah Abdullah Ahmed. "Combating Intellectual Extremism and Terrorism Problems and Challenges." Tikrit Journal For Political Science 3, pic4 (2023): 614–30. http://dx.doi.org/10.25130/tjfps.v3ipic4.250.

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The human severe cost of terrorism has been seen in almost every corner of the world. Most of societies have suffered tragic human loss as a result of violent terrorist acts. Terrorism obviously has a significant real and direct effects on human rights, with overwhelming impact on the right to life, liberty and physical integrity of its victims. In addition, terrorism can jeopardize peace and security, threaten Governments, destabilize civil society, and threaten social and economic development of the nation. 
 Despite few successes, dangerous terrorist threats persisted around the Arab w
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Forca, Božidar, Dragoljub Sekulović, and Igor Vukonjanski. "Actual Challenges, Risks and Security Safety." Security science journal 1, no. 1 (2020): 65–83. http://dx.doi.org/10.37458/ssj.1.1.6.

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Security is one of the most common terms in the modern world. This statement is supported by the fact that the term security is used in a wide range of areas. The subject of this paper is national security and the challenges, risks and threats to that security in contemporary international relations. The purpose of the work is twofold. First, to show the diversity of theoretical understanding of the term challenge, risk and threat by various authors. On the other hand, the overriding goal is to analyze the relationship to the challenges, risks and threats in different countries. When it comes
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Rantos, Konstantinos, Arnolnt Spyros, Alexandros Papanikolaou, Antonios Kritsas, Christos Ilioudis, and Vasilios Katos. "Interoperability Challenges in the Cybersecurity Information Sharing Ecosystem." Computers 9, no. 1 (2020): 18. http://dx.doi.org/10.3390/computers9010018.

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Threat intelligence helps businesses and organisations make the right decisions in their fight against cyber threats, and strategically design their digital defences for an optimised and up-to-date security situation. Combined with advanced security analysis, threat intelligence helps reduce the time between the detection of an attack and its containment. This is achieved by continuously providing information, accompanied by data, on existing and emerging cyber threats and vulnerabilities affecting corporate networks. This paper addresses challenges that organisations are bound to face when th
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Rantos, Konstantinos, Arnolnt Spyros, Alexandros Papanikolaou, Antonios Kritsas, Christos Illioudis, and Vasilios Katos. "Interoperability Challenges in the Cybersecurity Information Sharing Ecosystem." Computers 9, no. 18 (2020): 1–17. https://doi.org/10.3390/computers9010018.

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Threat intelligence helps businesses and organisations make the right decisions in their fight against cyber threats, and strategically design their digital defences for an optimised and up-to-date security situation. Combined with advanced security analysis, threat intelligence helps reduce the time between the detection of an attack and its containment. This is achieved by continuously providing information, accompanied by data, on existing and emerging cyber threats and vulnerabilities affecting corporate networks. This paper addresses challenges that organisations are bound to face when th
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Bernard Oloo Akello. "Organizational information security threats: Status and challenges." World Journal of Advanced Engineering Technology and Sciences 11, no. 1 (2024): 148–62. http://dx.doi.org/10.30574/wjaets.2024.11.1.0152.

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Organizational information security is a critical concern in today’s interconnected and data-driven world. With the increasing frequency and sophistication of cyber threats, organizations face significant risks to the confidentiality, integrity, and availability of their sensitive information. This paper provides an overview of the key aspects and challenges related to organizational information security. It highlights the importance of implementing robust security measures, such as firewalls, intrusion detection systems, encryption technologies, and secure coding practices, to protect against
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Thatcher, Joanne. "Stress, challenge, and impression management among sports officials." Sport & Exercise Psychology Review 1, no. 1 (2005): 26–35. http://dx.doi.org/10.53841/bpssepr.2005.1.1.26.

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This study examined the stressors (threats and challenges) and impression management issues experienced by sports officials, as well as the links between the two. Twelve Rugby League officials attended semi-structured interviews which were analysed using content analysis procedures. Consistent with Lazarus and Folkman’s (1984) transactional model of stress, the same stressor was perceived as a threat by some individuals and as a challenge by others. Impression management was salient for these officials and more so for challenges (career development, others’ expectations, and match importance)
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Al-Hamdani, Dhari Sarhan Humadi. "Iraqi National Security Challenges and Solutions." Tikrit Journal For Political Science 4, no. 26 (2021): 179–207. http://dx.doi.org/10.25130/tjfps.v4i26.217.

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After 2003, Iraq encountered several challenges that posed a serious threat to its security and sovereignty. Among these threats was the spread of drugs, as during that period, Iraq became a major corridor for drug trade, as it is located as a mediator between producing and consuming countries. After that, the biggest challenge was ISIS, which occupied parts of Iraq in June 2014. Among the other challenges facing Iraq's security is the phenomenon of arms proliferation, which has negative effects on security and community peace. Corruption is also one of the challenges that threaten the securit
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Al-Farsi, Sana, Muhammad Mazhar Rathore, and Spiros Bakiras. "Security of Blockchain-Based Supply Chain Management Systems: Challenges and Opportunities." Applied Sciences 11, no. 12 (2021): 5585. http://dx.doi.org/10.3390/app11125585.

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Blockchain is a revolutionary technology that is being used in many applications, including supply chain management. Although, the primary motive of using a blockchain for supply chain management is to reduce the overall production cost while providing the comprehensive security to the system. However, current blockchain-based supply-chain management (BC-SCM) systems still hold the possibility of cyber attacks. Therefore, the goal of this study is to investigate practical threats and vulnerabilities in the design of BC-SCM systems. As a starting point, we first establish key requirements for t
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Dissertations / Theses on the topic "Threats and challenges"

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Acharya, Mod Nath, and Nazam Aslam. "Coordination in Global Software Development : Challenges, associated threats, and mitigating practices." Thesis, Blekinge Tekniska Högskola, Sektionen för datavetenskap och kommunikation, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:bth-6054.

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Global Software Development (GSD) is an emerging trend in today's software world in which teams are geographically dispersed, either in close proximity or globally. GSD provides certain advantages to development companies like low development cost, access to cheap and skilled labour etc. This type of development is noted as a more risky and challenging as compared to projects developed with teams under same roof. Inherently the nature of GSD projects are cooperative in which many software developers work on a common project, share information and coordinate activities. Coordination is a f
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Shevchenko, Yuliya Viktorivna, Daria Morhunova, and Юлія Вікторівна Шевченко. "Challenges and threats for Ukraine airports caused by the global pandemic." Thesis, National Aviation University, 2020. https://er.nau.edu.ua/handle/NAU/48926.

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Today the world has changed. Unpredictable and rapid spread of the COVID-19 pandemic has completely shattered all the plans and strategies that have been built up over the years. The tense pandemiological situation in the world, state restrictions and the closure of borders between countries to counter the spread of the virus has directly affected the global and domestic aviation industries. And the temporary suspension of airlines and air infrastructure, caused by a sharp drop in passenger traffic, has led not only to the bankruptcy of airlines and massive staff reductions, but also to globa
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Mahenia, Githinji Robert. "The challenges in trans-boundary pipelines : Potential threats on the Kenya-Uganda oil pipeline." Thesis, University of Dundee, 2009. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.505647.

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Gunther, David. "The Mediatisation of Political Accountability : Threats to Democracy and Challenges for the Fourth Estate." Thesis, Uppsala universitet, Institutionen för informatik och media, 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-255929.

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Ntuli, Esther, Arnold Nyarambi, and Moussa Traore. "Assessment in Early Childhood Education: Threats and Challenges to Effective Assessment of Immigrant Children." Digital Commons @ East Tennessee State University, 2014. https://dc.etsu.edu/etsu-works/8219.

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Research indicates that early childhood professionals gather assessment information to monitor child development and learning, to guide curriculum planning and decision making, to identify children who may have special needs, to report and communicate with others, and to evaluate programmes. A review of literature indicates that immigrant children have low achievement assessment scores as compared with mainstream American children, also immigrant children enter kindergarten already behind their mainstream American peers. The current study explored early childhood teachers' perceptions of asses
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Basova, Kateryna Andriivna, and Катерина Андріївна Басова. "Foremost global challenges: causes and possible consequences." Thesis, National Aviation University, 2021. https://er.nau.edu.ua/handle/NAU/51616.

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1. Альжанова Ф., Б. Хусаінов Глобальні виклики: генезис і природа / Альжанова Ф., Хусаінов Б. - Економічний вісник, 2016. - 28-41 с. 2. Геоэкономический словарь-справочник. — Одесса: ИПРЭЭИ НАНУ. В. А. Дергачев. 2004. 3. Философия: Энциклопедический словарь. — М.: Гардарики. Под редакцией А.А. Ивина. 2004. 4. Тойнби А.Дж. Постижение истории. Москва: Айрис-Пресс; 2006. – 640 с. 5. Mitt Romney, Rising to a New Generationof Global Challenges.// Foreign Affairs.-July/August 2007 / URL: https://www.foreignaffairs.com/articles/2007-07-01/ rising-new-generation-global-challenges 6. Challenge 20
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Fraser, Trudy. "Reforming the United Nations : a study of the Secretary-General's High-level Panel on Threats, Challenges and Change." Thesis, University of St Andrews, 2011. http://hdl.handle.net/10023/3124.

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This thesis examines the UN's existential crisis of efficacy following its ineffectiveness in Rwanda (1994), Srebrenica (1995), Kosovo (1999) and Iraq (2003). Specifically, this thesis examines the reform agenda initiated by Secretary-General Kofi Annan's High-level panel on Threats, Challenges and Change (HLP). The work seeks to diagnose the HLP-initiated reform of the UN and apply that analysis to prescribe the optimal shape of future UN reform. The current work analyses three main areas of reform initiated by the HLP—Security Council, Human Rights Council and development activities. One of
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Nekkanti, Lakshmi Sowjanya. "Impact of coordination challenges on quality of global software development projects." Thesis, Blekinge Tekniska Högskola, Institutionen för programvaruteknik, 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:bth-13323.

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Context. Global software development (GSD) gained huge recognition in today’s business world. Most of the software companies day by day are striving hard to evolve globally where software is developed in the context of different environmental settings that are distanced on various factors like geography, timezone, culture and language. Coordination is the factor that plays one of the prominent roles in such a setting for effective teamwork and project success. Although numerous efforts has been done in this research area, there has been no proper evidence from industry about the impact of thes
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Holz, Christian. "Leadership challenges introduced through worldwide social media phenomena : An analysis how management / leadership has reacted to sexual harassment threats through #metoo." Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-231913.

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There have been numerous studies on the effects of social media, both on people directly as well as on society, but also on how social media trends come about. There have also been numerous studies on sexual harassment in school, higher education, military and the workplace over the last five decades, unfortunately showing little improvement over the years. In late 2017 the world has seen a social media trend and outrage of a different magnitude. The hashtag #metoo trended all over the world in a so far unseen scale. We looked into this outcry and analysed how it has affected leadership inside
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Vavilichev, M. D. "Perspectives on global competitiveness in terms of modern challenges." Master's thesis, Sumy State University, 2020. https://essuir.sumdu.edu.ua/handle/123456789/81375.

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У роботі досліджено значимість конкурентоспроможності національної економіки в умовах сучасних торгівельних відносин між країнами. Проведено кількісний та якісний аналіз внутрішніх та зовнішніх факторів, які впливають на позиції у світовій економіці та визначають подальший економічний розвиток. Основною метою цього дослідження є розробка рекомендації щодо підвищення конкурентопроможності в умовах сучасних викликів та загроз.<br>The master’s theses focused on significance of the competitiveness of the national economy in the conditions of modern trade relations between the countries is. Exerted
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Books on the topic "Threats and challenges"

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Apikyan, Samuel, and David Diamond, eds. Nuclear Threats and Security Challenges. Springer Netherlands, 2015. http://dx.doi.org/10.1007/978-94-017-9894-5.

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Mærli, Morten Bremer. Nuclear terrorism: Threats, challenges, and responses. Norske Atlanterhavskomité, 2002.

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1950-, Litan Robert E., Lawrence Robert Z. 1949-, Schultze Charles L, and Brookings Institution, eds. American living standards: Threats and challenges. Brookings Institution, 1988.

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Chaudhry, Umair B., and Hamid Jahankhani. Autonomous Revolution: Strategies, Threats and Challenges. Springer Nature Switzerland, 2026. https://doi.org/10.1007/978-3-031-96782-5.

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Tursunov, Bakhrom. Security & stability in Uzbekistan: Challenges, threats & solutions. Conflict Studies Research Centre, 1998.

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Puglisi, Joseph D., ed. Biophysics and the Challenges of Emerging Threats. Springer Netherlands, 2009. http://dx.doi.org/10.1007/978-90-481-2368-1.

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Albrecht, Schnabel, ed. Southeast European security: Threats, responses, and challenges. Nova Science Publishers, 2001.

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Cordingley, Philippa. Local education services: Threats, challenges and opportunities. Local Government Management Board, 1991.

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United States. Office of Naval Intelligence. and U.S. Coast Guard Intelligence Coordination Center., eds. Threats and challenges to maritime security 2020. Coast Guard Intelligence Coordination Center, National Maritime Intelligence Center, 1999.

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1956-, Kumar Vipin, Srivastava Jaideep, and Lazarevic Aleksandar, eds. Managing cyber threats: Issues, approaches, and challenges. Springer, 2005.

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Book chapters on the topic "Threats and challenges"

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Czerniawska, Fiona. "Key Threats and Challenges." In Management Consultancy in the 21st Century. Palgrave Macmillan UK, 1999. http://dx.doi.org/10.1007/978-1-349-14873-8_18.

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Moriarity, Robert J., Meaghan J. Wilton, Aleksandra M. Zuk, et al. "Threats, challenges, and adaptation." In Indigenous Health and Well-Being in the COVID-19 Pandemic. Routledge, 2022. http://dx.doi.org/10.4324/9781003220381-11.

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Greer, Steven. "Threats, responses, and challenges." In Tackling Terrorism in Britain. Routledge, 2021. http://dx.doi.org/10.4324/9781003221104-7.

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Rane, Sagar, Garima Devi, and Sanjeev Wagh. "Cyber Threats." In Cyber Security Threats and Challenges Facing Human Life. Chapman and Hall/CRC, 2022. http://dx.doi.org/10.1201/9781003218555-5.

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Dabat, Marie-Hélène, Denis Gautier, Laurent Gazull, and François Pinta. "Energy Challenges: Threats or Opportunities?" In Family Farming and the Worlds to Come. Springer Netherlands, 2014. http://dx.doi.org/10.1007/978-94-017-9358-2_11.

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Spence, Patric R., and Kenneth A. Lachlan. "Reoccurring Challenges and Emerging Threats." In The Handbook of International Crisis Communication Research. John Wiley & Sons, Inc, 2016. http://dx.doi.org/10.1002/9781118516812.ch20.

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Lee, Peter. "Drones – Opportunities, Threats and Challenges." In The Palgrave Handbook of Security, Risk and Intelligence. Palgrave Macmillan UK, 2017. http://dx.doi.org/10.1057/978-1-137-53675-4_13.

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Kshetri, Nir, and Lailani Laynesa Alcantara. "Cyber-threats and cybersecurity challenges." In The Routledge Companion to Cross-Cultural Management. Routledge, 2015. http://dx.doi.org/10.4324/9780203798706-34.

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Kumar, Krishna, and Hardwari Lal Mandoria. "Cybersecurity Threats, Forensics, and Challenges." In Lecture Notes in Electrical Engineering. Springer Nature Singapore, 2024. http://dx.doi.org/10.1007/978-981-97-4650-7_21.

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de Blasio, Birgitte Freiesleben. "Infectious disease threats." In Meeting the Challenges of Existential Threats through Educational Innovation. Routledge, 2021. http://dx.doi.org/10.4324/9781003019480-7.

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Conference papers on the topic "Threats and challenges"

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Asassfeh, Mahmoud Rajallah, Esraa Abu Elsoud, Sultan Mohammed Albilasi, et al. "Cloud Security: Analyzing Threats and Challenges." In 2024 25th International Arab Conference on Information Technology (ACIT). IEEE, 2024. https://doi.org/10.1109/acit62805.2024.10877035.

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Liu, Qin, Wenjie Mo, Terry Tong, et al. "Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges." In 2024 60th Annual Allerton Conference on Communication, Control, and Computing (Allerton). IEEE, 2024. http://dx.doi.org/10.1109/allerton63246.2024.10735305.

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Singh, Rachna, and Nitasha Soni. "Addressing Security Threats and Challenges of Data in Cloud Computing." In 2024 International Conference on Communication, Computing and Energy Efficient Technologies (I3CEET). IEEE, 2024. https://doi.org/10.1109/i3ceet61722.2024.10993631.

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Mousa, Abdulazeez, Murat Karabatak, and Twana Mustafa. "Database Security Threats and Challenges." In 2020 8th International Symposium on Digital Forensics and Security (ISDFS). IEEE, 2020. http://dx.doi.org/10.1109/isdfs49300.2020.9116436.

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Tsochev, Georgi, Roumen Trifonov, Ognian Nakov, Slavcho Manolov, and Galya Pavlova. "Cyber security: Threats and Challenges." In 2020 International Conference Automatics and Informatics (ICAI). IEEE, 2020. http://dx.doi.org/10.1109/icai50593.2020.9311369.

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Wang, Yong, Christen Hahn, and Kruttika Sutrave. "Mobile payment security, threats, and challenges." In 2016 Second International Conference on Mobile and Secure Services (MobiSecServ). IEEE, 2016. http://dx.doi.org/10.1109/mobisecserv.2016.7440226.

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Mahmood, Sawsen Abdulhadi. "Anti-Drone System: Threats and Challenges." In 2019 First International Conference of Computer and Applied Sciences (CAS). IEEE, 2019. http://dx.doi.org/10.1109/cas47993.2019.9075464.

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Balani, Zina, and Hacer Varol. "Cloud Computing Security Challenges and Threats." In 2020 8th International Symposium on Digital Forensics and Security (ISDFS). IEEE, 2020. http://dx.doi.org/10.1109/isdfs49300.2020.9116266.

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Šuleić, Jelena, Hatidža Beriša, and Miloš Veličković. "Strategic challenges of the sustainability of national security systems." In 17. Naučno-stručna konferencija sa Međunarodnim učešćem "Energetska efikasnost, zaštita životne sredine i održivi razvoj". Udruženje inženjera Beograda, 2024. https://doi.org/10.5937/uib25054s.

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Does the future bring new threats to the security of individuals, state institutions and society as a whole, and how ready is society to face new and old threats, is the goal of the work. The natural threats that we are facing and will face in the future are certainly the consequences of climate change, which are increasingly having catastrophic consequences for the security of citizens. In addition to the above, epidemics and pandemics of infectious diseases can threaten the population of the Republic of Serbia, such as new infectious diseases or a new wave of infection with the mutation of p
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Alshammari, Abdulaziz, Sulaiman Alhaidari, Ali Alharbi, and Mohamed Zohdy. "Security Threats and Challenges in Cloud Computing." In 2017 IEEE 4th International Conference on Cyber Security and Cloud Computing (CSCloud). IEEE, 2017. http://dx.doi.org/10.1109/cscloud.2017.59.

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Reports on the topic "Threats and challenges"

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Kastner, Ryan, and Ted Huffmire. Threats and Challenges in Reconfigurable Hardware Security. Defense Technical Information Center, 2008. http://dx.doi.org/10.21236/ada511928.

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Rosenzweig, Paul. Challenges to Leadership: Responding to Biological Threats. Defense Technical Information Center, 2011. http://dx.doi.org/10.21236/ada554151.

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Attwood, Ethan, and Devyani Gajjar. Global societal challenges and technology. Parliamentary Office of Science and Technology, 2024. http://dx.doi.org/10.58248/hs58.

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Hughes, Patrick M. Global Threats and Challenges to the United States and its Interests Abroad,. Defense Technical Information Center, 1997. http://dx.doi.org/10.21236/ada350518.

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Müller, Gustavo, Kolja Rauber, Monika Sus, and Akhil Deo. Diversification of International Relations and the EU: Understanding the Challenges. EsadeGeo. Center for Global Economy and Geopolitics, 2021. https://doi.org/10.56269/202110gm.

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This working paper sheds light on the ongoing transformations of the global order and the growing diversification of international relations. It presents and analyses the major trends and drivers that will shape international relations and international security in the decades ahead, and their possible impact on the European Union’s security and its external action. It argues that a gravitational shift of world affairs, which move from West to East, is underpinned by the long-term geoeconomic, geopolitical and normative rise of the Indo-Pacific Region and, above all, the rise of China. At the
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Harriss, Lydia, and Clare West. Cyber Security of Consumer Devices. Parliamentary Office of Science and Technology, 2019. http://dx.doi.org/10.58248/pn593.

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Weaknesses in the cyber security of internet-connected consumer devices can undermine the privacy and safety of individual users and can be used for large-scale cyber-attacks. This briefing looks at the cyber threats associated with consumer devices and their causes, as well as initiatives to improve device security, and the related challenges.
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Ament, Rob, Sandeep Kumar Tiwari, Melissa Butynski, et al. Protecting Asian Elephants from Linear Transport Infrastructure: The Asian Elephant Transport Working Group’s Introduction to the Challenges and Solutions. Asian Elephant Transport Working Group, 2021. http://dx.doi.org/10.53847/vywn4174.

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Asian elephants are endangered across their remaining home ranges in South and Southeast Asia. According to recent estimates, fewer than 52,000 individuals remain in the wild across 13 range states. Ongoing loss and fragmentation of habitat, increasingly caused by the development and operation of linear transport infrastructure (LTI) - such as roads, railways, and highways - is now exacerbating these threats. The Asian Elephant Transport Working Group (AsETWG) began collaboration in early 2019 to focus its efforts on developing solutions for conserving core habitats and decreasing mortality an
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Williams, Anthony. Open Source Congress 2024: Shaping the Future of Collaboration in AI, Security, and Digital Public Goods. The Linux Foundation, 2024. https://doi.org/10.70828/mton6557.

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The 2024 Open Source Congress in Beijing, hosted by the OpenAtom Foundation, united leaders to address critical challenges in open source software (OSS). Building on the inaugural 2023 Geneva event, discussions centered on open source AI, cybersecurity, decentralized infrastructure, and global collaboration. Participants highlighted the necessity of enhanced OSS security, citing vulnerabilities in software supply chains and the rise of AI-enabled threats. Proposals included adopting Software Bill of Materials (SBOM) and pooling resources for monitoring and response. Additionally, participants
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Carlos, Jean Clarisse, Jovito Jose Katigbak, and Jill Angeli Bacasmas. Analysis of the Cross-Border E-Commerce Environment for Philippine Women-led MSMEs: Challenges and Opportunities. Philippine Institute for Development Studies, 2022. https://doi.org/10.62986/dp2022.40.

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Operationalizing a SWOT (strengths, weaknesses, opportunities, and threats) framework to process data gathered from an adapted diagnostic toolkit entitled "Women-Owned Businesses in Cross-border E-commerce: a Diagnostic Toolkit," this study reveals that regional and national policy landscapes have put utmost interest in promoting and fostering an enabling environment for women-led micro, small, and medium enterprises and digitalization. However, there are gaps in public-private sector coordination, access to enabling and support programs such as financing and capacity building, awareness due t
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Hoffman, Wyatt. "Making AI Work for Cyber Defense: The Accuracy-Robustness Tradeoff ". Center for Security and Emerging Technology, 2021. http://dx.doi.org/10.51593/2021ca007.

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Artificial intelligence will play an increasingly important role in cyber defense, but vulnerabilities in AI systems call into question their reliability in the face of evolving offensive campaigns. Because securing AI systems can require trade-offs based on the types of threats, defenders are often caught in a constant balancing act. This report explores the challenges in AI security and their implications for deploying AI-enabled cyber defenses at scale.
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