Metaverse: Security Challenges and Opportunities

Alkhunaizi, S. (2023, June 18). Tuwaiq Academy launches metaverse training camps in Riyadh. Arab News. https://www.arabnews.com/node/2323891/saudi-arabia

Al-Mulla, S. (2023, March 15). Reversing Arab brain drain can spur region’s development. Arab News. https://www.arabnews.com/node/2269341

Analysis Group. (2020). The Potential Global Economic Impact of the Metaverse. https://www.analysisgroup.com/globalassets/insights/publishing/2022-the-potential-global-economic-impact-of-the-metaverse.pdf

Alobaid, M. (2021, September 3). Intellectual property: A Mena blind spot in a new economic age. PennLaw. https://www.law.upenn.edu/live/blogs/98-intellectual-property-a-mena-blind-spot-in-a-new

Arab News. (2023, May 18). Metaverse could contribute up to $38 billion to Saudi economy. Arab News. https://www.arabnews.com/node/2305576/media

Argyle, L. P., Busby, E. C., Bail, C., Howe, T., Rytting, C., & Wingate, D. (2023). AI Chat Assistants can Improve Conversations about Divisive Topics. https://doi.org/10.48550/arXiv.2302.07268

Bender, E. Gebru, T., McMillan-Major, A., Shmitchell, S. (2021). On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency. https://dl.acm.org/doi/pdf/10.1145/3442188.3445922.

Bremmer, I. (2023, June 17). The next global superpower isn’t who you think. Foreign Policy. https://foreignpolicy.com/2023/06/17/china-russia-us-multipolar-world-technology

Brown, S. (2022, July 19). What Second life and Roblox can teach us about the metaverse. MIT Sloan. https://mitsloan.mit.edu/ideas-made-to-matter/what-second-life-and-roblox-can-teach-us-about-metaverse

Bjola, C. (2022, February 27). Exploring the Metaverse and Its Implications for Digital Diplomacy. USC Center on Public Diplomacy. https://uscpublicdiplomacy.org/blog/exploring-metaverse-and-its-implications-digital-diplomacy.

ByBit Learn. (2023, February 22). Metaverse statistics 2023: All the facts & figures you need to know. https://learn.bybit.com/metaverse/metaverse-statistics/

Cabral, A. (2023a, February 10). Xrai glass picks Saudi Arabia as entry point for Middle East expansion. The National. https://www.thenationalnews.com/business/technology/2023/02/10/xrai-glass-picks-saudi-arabia-as-entry-point-for-middle-east-expansion

Cabral, A. R. (2023b, February 7). Meta launches the MENA region’s first Metaverse Academy in Saudi Arabia. The National. https://www.thenationalnews.com/business/technology/2023/02/07/meta-launches-the-mena-regions-first-metaverse-academy-in-saudi-arabia/

Cabral, A. R. (2022, May 19). Middle East and Africa region least targeted by ransomware attacks in 2021, study says. The National. https://www.thenationalnews.com/business/technology/2022/05/19/middle-east-and-africa-was-region-least-targeted-by-ransomware-attacks-in-2021-study-says/.

Ciena Corporation. (2022, September). 78% of business professionals are ready for the Metaverse. https://www.ciena.com/about/newsroom/press-releases/78-of-business-professionals-are-ready-for-the-metaverse

Center, M. N. C. (2022, January 21). Microsoft to acquire Activision Blizzard to bring the joy and community of gaming to everyone, across every device. Microsoft. https://news.microsoft.com/2022/01/18/microsoft-to-acquire-activision-blizzard-to-bring-the-joy-and-community-of-gaming-to-everyone-across-every-device/

Chainalysis. (2022). The Chainalysis 2022 Geography of Cryptocurrency Report.

Chesler, J. (2020, December 16). Morocco celebrates inaugural graduation of VR Innovation Academy. EON Reality. https://eonreality.com/morocco-graduation-inaugural

Corporation, C. (2022, September 28). 79% of Middle East business pros are open to metaverse meetings. Ciena. https://www.ciena.ae/about/newsroom/press-releases/79-of-middle-east-business-pros-are-open-to-metaverse-meetings

Daoud, A. (2022, December 19). The evolution of crypto and Web3 in the Arab world. Fortune Crypto. https://fortune.com/crypto/2022/12/19/evolution-crypto-web3-in-the-arab-world

Data Bridge Market Research. (2022, August). Middle East and Africa Virtual Reality Market – industry trends and forecast to 2029. Middle East and Africa Virtual Reality Market Scope, & Industry Trends. https://www.databridgemarketresearch.com/reports/middle-east-and-africa-virtual-reality-market

Deloitte. (2023, May). The Metaverse and its potential for MENA. https://scontent-atl3-2.xx.fbcdn.net/v/t39.8562-6/10000000_166618736353611_4640987939387381163_n.pdf?_nc_cat=111&ccb=1-7&_nc_sid=ad8a9d&_nc_ohc=2CwiWBdzx4MAX-jtB4N&_nc_ht=scontent-atl3-2.xx&oh=00_AfCgx__UP-SXX2yk1iehk5kSm2ZYb6kE5TOJV73vRcrSsQ&oe=64C55380

Deloitte. (2023). Virtual Asset Regulatory Authority (VARA): New Regulatory Framework. Deloitte. https://www2.deloitte.com/content/dam/Deloitte/xe/Documents/financial-services/dme_vara-regulations-Framework.pdf.

Diplo. (2023). Metaverse Diplomacy. DiploFoundation. https://www.diplomacy.edu/topics/metaverse-diplomacy/.

DLA Piper. (2023, February 13). DLA Piper Advises Dubai's Virtual Assets Regulatory Authority on World's First Virtual Assets Specific Regulatory Framework. DLA Piper. https://www.dlapiper.com/en-ar/news/2023/02/dla-piper-advises-dubais-virtual-assets-regulatory-authority.

Edwards, B. (2023). OpenAI confirms that AI writing detectors don’t work. Ars Technica. https://arstechnica.com/information-technology/2023/09/openai-admits-that-ai-writing-detectors-dont-work/.

Ertico and ITS World Congress. (2023). 30th ITS World Congress. ITS World Congress. https://itsworldcongress.com/.

Engdahl, S. (2023, June 7). Technology Innovation Institute trains the state-of-the-art Falcon LLM 40B foundation model on Amazon SageMaker. AWS Machine Learning Blog. https://aws.amazon.com/blogs/machine-learning/technology-innovation-institute-trains-the-state-of-the-art-falcon-llm-40b-foundation-model-on-amazon-sagemaker

Flanagan, B. (2022, February 1). Saudi Arabia’s new metaverse will help design a $500bn city in real life. WIRED Middle East. https://wired.me/technology/saudi-arabias-new-metaverse-will-help-design-500bn-city-irl

Fortis, S. (2023, February 8). Saudi Arabia partners with the Sandbox for future metaverse plans. Cointelegraph. https://cointelegraph.com/news/saudi-arabia-partners-with-the-sandbox-for-future-metaverse-plans

Friedland, A. (2023, July 5). What are Generative Ai, large language models, and foundation models?. Center for Security and Emerging Technology. https://cset.georgetown.edu/article/what-are-generative-ai-large-language-models-and-foundation-models/

Gerrit De Vynck, “ChatGPT maker OpenAI faces class action lawsuit over data to train AI,” The Washington Post, June 28, 2023, https://www.washingtonpost.com/technology/2023/06/28/openai-chatgpt-lawsuit-class-action/

Government of Dubai. (2022, July 18). Hamdan bin Mohammed Launches Dubai Metaverse strategy. Dubai Government Media Office. https://www.mediaoffice.ae/en/news/2022/July/18-07/Hamdan-bin-Mohammed-launches-Dubai-Metaverse-Strategy

Grace, R. (2023, July 7). 5G adoption and its implications in the Gulf States. Middle East Institute. https://www.mei.edu/publications/5g-adoption-and-its-implications-gulf-states

Haddad, J. (2022, July 6). Is Saudi Arabia ready for the metaverse and its related challenges and opportunities? Arab News. https://www.arabnews.com/node/2115146

Han, Y., Zhang, Y., & Vermund, S. H. (2022). Blockchain Technology for Electronic Health Records. International journal of environmental research and public health, 19(23). https://doi.org/10.3390/ijerph192315577

Harika, M. and Campbell, E. (2022, July 27). Ransomware in the UAE: Evolving threats and expanding responses. The Middle East Institute, Strategic Technologies and Cyber Security Program. https://www.mei.edu/publications/ransomware-uae-evolving-threats-and-expanding-responses.

Hirsh-Pasek, K., Zosh, J. M., Hadani, H. S., Golinkoff, R. M., Clark, K., Donahue, C., Wartella, E. (2022, February 14). A Whole New World: Education Meets the Metaverse. Brookings Institution. https://www.brookings.edu/articles/a-whole-new-world-education-meets-the-metaverse/.

IBM. (2023). What Is Blockchain Technology? IBM. https://www.ibm.com/topics/blockchain.

Intellectual Property Helpdesk. (2022, June 30). Intellectual property in the metaverse. episode IV: Copyright. European Innovation Council and SMEs Executive Agency. https://intellectual-property-helpdesk.ec.europa.eu/news-events/news/intellectual-property-metaverse-episode-iv-copyright-2022-06-30_en

International Telecommunications Union. (2023). 1st ITU Forum on Embracing the Metaverse. United Nations International Telecommunications Union. https://www.itu.int/en/ITU-T/ssc/Pages/1st-forum-metaverse.aspx.

Johns Hopkins Medicine. (2021, February 16). Johns Hopkins Performs Its First Augmented Reality Surgeries in Patients. The Johns Hopkins University. https://www.hopkinsmedicine.org/news/articles/2021/02/johns-hopkins-performs-its-first-augmented-reality-surgeries-in-patients.

Joint Counterterrorism Assessment Team. (2021, September 27). Awareness of Illicit Cryptomining-Related Activities May Improve Detection. United States Office of Director of the National Intelligence. https://www.dni.gov/files/NCTC/documents/jcat/firstresponderstoolbox/125s_-_First_Responders_Toolbox_Terrorism_Prevention_Addressing_Early_Risk_Factors_To_Build_Resilience_Against_Violent_Extremism.pdf

Kosinski, M. (2023, August 29). Theory of Mind Might Have Spontaneously Emerged in Large Language Models. https://arxiv.org/abs/2302.02083.

Kumar, P., Murphy, A., Werner, S., Rougeaux, C., Doppalapudi, P., Zhang, S., & Stearns, R. (2022, October 7). The fight against money laundering: Machine learning is a Game Changer. McKinsey & Company. https://www.mckinsey.com/capabilities/risk-and-resilience/our-insights/the-fight-against-money-laundering-machine-learning-is-a-game-changer

Linganna, G. (2022, August 23). How Metaverse Will Revolutionize the Battlefield. The National Interest. https://nationalinterest.org/blog/techland-when-great-power-competition-meets-digital-world/how-metaverse-will-revolutionize

Luckenbaugh, J. (2022, November 30). I/ITSEC NEWS: Gaming Provides Opportunities, Skills For Military Metaverse. National Defense Magazine. https://www.nationaldefensemagazine.org/articles/2022/11/30/gaming-provides-opportunities-skills-for-military-metaverse.

Lu, S., Bigoulaeva, I., Sachdeva, R., Madabushi, H.T., Gurevych, I. (2023, September 4). Are Emergent Abilities in Large Language Models just In-Context Learning? https://arxiv.org/abs/2309.01809.

MacLellan, L. (2022). Metaverse: Will we be working in a virtual world soon? World Economic Forum. https://www.weforum.org/agenda/2022/02/work-metaverse-vr-office-remote-digital.

Mathew, J. (August 21, 2023). Dubai to attract over 600 new web3 ventures by end of 2023 with heavily subsidised commercial license. Arabian Business. https://www.arabianbusiness.com/industries/technology/dubai-to-attract-over-600-new-web3-ventures-by-end-of-2023-with-heavily-subsidised-commercial-license.

Mendonca, V., Deuhring, M., and van Diesen, A. (2019). MENA Generation 2030. UNICEF. https://www.unicef.org/mena/media/4141/file/MENA-Gen2030.pdf.

Meta. (2022, November 7). The Facebook company is now Meta. https://about.fb.com/news/2021/10/facebook-company-is-now-meta/

Microsoft. (n.d.). Introducing Microsoft Mesh: Here can be anywhere. https://www.microsoft.com/en-us/mesh

Microsoft. (2022, July 20). Microsoft launches HoloLens 2 in the UAE, empowering organizations with the innovation of mixed reality. Microsoft Middle East & Africa News Center. https://news.microsoft.com/en-xm/2022/07/20/microsoft-launches-hololens-2-in-the-uae-empowering-organizations-with-the-innovation-of-mixed-reality

Mikkelsen, D., Rajdev, S., & Stergiou, V. (2022, June 24). Managing financial crime risk in digital payments. McKinsey & Company. https://www.mckinsey.com/capabilities/risk-and-resilience/our-insights/managing-financial-crime-risk-in-digital-payments

Nashar, K., & Mohamed, H. (2023, June 7). Falcon 40B rewards most creative use cases in “call for proposals” with training compute power. Emirates News Agency. https://wam.ae/en/details/1395303166473

National Iranian American Council. (2011, December 8). U.S. launches "Virtual" Iran embassy. https://www.niacouncil.org/news/u-s-launches-virtual-iran-embassy/

N.P., K. K. (2023, January 10). Arts Dao, the Middle East’s largest NFT community, ties up with Security Giant Ledger. Al Arabiya English. https://english.alarabiya.net/business/technology/2023/01/10/Arts-DAO-the-Middle-East-s-largest-NFT-community-ties-up-withsecurity-giant-Ledger

Palmer, D. (2023, May 9). Egypt’s largest bank joins the Ripple Network for cross-border payments. CoinDesk. https://www.coindesk.com/business/2021/05/19/egypts-largest-bank-joins-ripple-network-for-cross-border-payments

Pearl, R. (2023, April 24). ChatGPT’s Use In Medicine Raises Questions Of Security, Privacy, Bias. Forbes. https://www.forbes.com/sites/robertpearl/2023/04/24/chatgpts-use-in-medicine-raises-questions-of-security-privacy-bias/?sh=2711dd315373.

Peters, J. (2022, December 15). Tim Sweeney wants epic to help build a metaverse that’s actually positive. The Verge. https://www.theverge.com/2022/12/15/23511494/tim-sweeney-epic-games-metaverses-positive-dystopian

PRNewswire. (2021, October 19). What might a social metaverse look like in China? Soul App. MarTech Series. https://martechseries.com/social/what-might-a-social-metaverse-look-like-in-china-soul-app-mentioned-by-tsinghua-university-in-its-metaverse-report-could-be-the-answer

Precedence Research. (n.d.). Metaverse Market. Precedence Research. https://www.precedenceresearch.com/metaverse-market

Radford, A., Narasimhan, K., Salimans, T., Sutskever, I. (2018, June 11). Improving Language Understanding by Generative Pre-Training. OpenAI. https://cdn.openai.com/research-covers/language-unsupervised/language_understanding_paper.pdf.

Rain. (n.d.). Rain’s regulatory license. https://support-bh.rain.com/hc/en-us/articles/360015196578-Rain-s-regulatory-license .

Ramos, A. (2022, June). The metaverse, NFTs and IP rights: To regulate or not to regulate?. WIPO Magazine. https://www.wipo.int/wipo_magazine/en/2022/02/article_0002.html

Roose, K. (2023, February 3). How ChatGPT Kicked Off an A.I. Arms Race. The New York Times. https://www.nytimes.com/2023/02/03/technology/chatgpt-openai-artificial-intelligence.html.

Russo, M., Šrndić, N. & Laskov, P. (2021). Detection of illicit cryptomining using network metadata. EURASIP J. on Info Security 2021 (11). https://doi.org/10.1186/s13635-021-00126-1

Sadeghian, F. (2022, October 2). How web 3.0 will transform the Middle East Business Landscape. ZAWYA. https://www.zawya.com/en/opinion/business-insights/how-web-30-will-transform-the-middle-east-business-landscape-mofyib7u

Saleh, A. (2023, May 31). UAE government launches AI-powered Chatbot Platform “U-ask.” ZAWYA. https://www.zawya.com/en/smes/technology/uae-government-launches-ai-powered-chatbot-platform-u-ask-d0wt6c14

Sanger, D.E. and Barnes, J.E. (2023, July 29). U.S. Hunts Chinese Malware That Could Disrupt American Military Operations. The New York Times. https://www.nytimes.com/2023/07/29/us/politics/china-malware-us-military-bases-taiwan.html.

Saudi Gazette. (2023, May 17). SDAIA launches Allam AI application for Arabic chat. Saudi Gazette. https://saudigazette.com.sa/article/632515

Saudi Gazette. (2022, September 14). Saudi Arabia’s AI Powerhouse, “mozn” to build world’s largest, most effective Arabic ai language models. ZAWYA. https://www.zawya.com/en/business/technology-and-telecom/saudi-arabias-ai-powerhouse-mozn-to-build-worlds-largest-most-effective-arabic-ai-language-models-jwfnjrpb

Savitz, E. J. (2023, January 4). Metaverse offers $1 trillion commerce opportunity by late 2025, Accenture says. Barron’s. https://www.barrons.com/articles/metaverse-commerce-accenture-51672346692

Shafer, N. (2022, September 15). Cryptocurrency Mining in Lebanon. http://carnegieendowment.org/sada/87924

Shanahan, M. (2023, February 16). Talking About Large Language Models. ArXiv. https://arxiv.org/abs/2212.03551.

Sheffield, S., Davis, M., Smith, P., Masi, K., Colautti, J., & Alhoutti, D. (2022). The Virtual Currency Regulation Review: United Arab Emirates. Charles Russel Speechlys. Lexology. https://www.lexology.com/library/detail.aspx?g=e0015b63-68b2-48dc-bcc3-7a864189308a

Soliman, M. (2022, January 12). The Gulf Has a 5G Conundrum and Open RAN Is The Key To Its Tech Sovereignty. The Middle East Institute. https://www.mei.edu/publications/gulf-has-5g-conundrum-and-open-ran-key-its-tech-sovereignty.

Strategy&. (2022). A Middle East perspective on the metaverse. Strategy&, PwC. https://www.strategyand.pwc.com/m1/en/strategic-foresight/functional-expertise/digital/metaverse/middle-east-perspective-on-the-metaverse.pdf

Strickland, E. (2022, February 22). “AI Doesn’t Need Our Supervision,” IEEE Spectrum, https://spectrum.ieee.org/yann-lecun-ai

Syme, P. (2023, August 23). A Chinese spy used fake LinkedIn profiles to target officials to hand over secrets, report says. https://www.businessinsider.com/chinese-spy-fake-linkedin-profiles-to-offer-money-for-secrets-2023-8.

Tariq, S., Abuadbba, A., Moore, K. (2023, September 10). Deepfake in the Metaverse: Security Implications for Virtual Gaming, Meetings, and Offices. https://arxiv.org/abs/2303.14612.

Technology Innovation Institute. (2023a). Introducing Falcon LLM. Technology Innovation Institute, Abu Dhabi. https://falconllm.tii.ae/

Technology Innovation Institute. (2023b). NOOR: The World’s Largest Arabic NLP model. Technology Innovation Institute, Abu Dhabi. https://noor.tii.ae/

TechNode Global. (2023, March). NFT marketplace Nuqtah raises seed round. Wamda. https://www.wamda.com/2023/03/nft-marketplace-nuqtah-raises-seed-round

Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, L., Polosukhin, I. (2017, June 12). Attention Is All You Need. ArXiv. https://arxiv.org/abs/1706.03762v1.

Weimann, G. (2004, December). Cyberterrorism: How Real Is the Threat? United States Institute of Peace. https://www.usip.org/sites/default/files/sr119.pdf.

World Economic Forum. (2023, January 17). A vision for a global collaboration village. https://www.weforum.org/agenda/2023/01/the-global-collaboration-village-davos-2023/

Zawya. (2022, June 27). Arab’s first nfts platform in MENA startup UPYO launched in the first of June 2022. ZAWYA. https://www.zawya.com/en/press-release/companies-news/arabs-first-nfts-platform-in-mena-startup-upyo-launched-in-the-first-of-june-2022-do4rmy8f