ISSN 2581-8503 Double-Blind Peer Review Open Access Monthly Journal Publication Cycle September 2026
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ALGORITHMIC DISCRIMINATION AND THE LAW: ADDRESSING BIAS IN AUTOMATED DECISION-MAKING BY - AABHYA VARMA
Open Access

ALGORITHMIC DISCRIMINATION AND THE LAW: ADDRESSING BIAS IN AUTOMATED DECISION-MAKING BY - AABHYA VARMA

Authors: AABHYA VARMA 
Registration ID: 103323 | Published Paper ID: WBL3323
Year : Nov - 2024 | Volume: 2 | Issue: 16
Approved ISSN : 2581-8503 | Country : Delhi, India

DOI Link : https://www.doi-ds.org/doilink/11.2024-97767575/ALGORITHMIC DISCRIMINATION AND THE LAW: ADDRESSING

[1] Student, Amity Law School, Amity University Noida, Uttar Pradesh [2] Princeton Journal of Public and International Affairs, Regulating AI: Opportunities to Combat Algorithmic Bias and Technological Redlining (2024) https://jpia.princeton.edu/ accessed 30 October 2024. [3] Safiya Umoja Noble, Algorithms of Oppression: How Search Engines Reinforce Racism (New York University Press 2018). [4] Emilio Ferrara, 'Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies' (2024) 6 Sci 3. [5] Civil Rights Act of 1964 (US). [6] Center for Security and Emerging Technology, ‘The Finalized EU Artificial Intelligence Act: Implications and Insights’ (Georgetown University, 2024) https://cset.georgetown.edu accessed 30 October 2024. [7] Information Technology Act 2000 (India), Act No. 21 of 2000. [8] Digital Personal Data Protection Act 2023 (India) [9] The Digital Personal Data Protection Bill, 2023 (Bill No. 185 of 2023) (India) [10] Regulation (EU) 2016/679 of the European Parliament and of the Council of 27 April 2016 on the protection of natural persons with regard to the processing of personal data and on the free movement of such data (General Data Protection Regulation) [2016] OJ L119/1. [11] California Assembly Bill 331 (2024) https://www.dwt.com accessed 1 November 2024. [12] European Union, Proposal for a Regulation of the European Parliament and of the Council Laying Down Harmonised Rules on Artificial Intelligence (Artificial Intelligence Act) (COM/2021/206 final) https://eur-lex.europa.eu accessed 1 November 2024. [13] European Union Agency for Fundamental Rights, Bias in Algorithms – Artificial Intelligence and Discrimination (FRA, 2022) https://fra.europa.eu accessed 1 November 2024. [14] Training Data and AI Ethics (AI4SP, 2023) https://ai4sp.org accessed 2 November 2024. [15] Michael Barrett, "The Dark Side of AI: Algorithmic Bias and Global Inequality," Cambridge Judge Business School (31 October 2023) https://www.jbs.cam.ac.uk accessed 2 November 2024.
CASE COMMENTARY ON SARLA MUDGAL V. UNION OF INDIA (1995) BY - AKSHAT HEGDE & BALPREET KAUR BHATTI
Open Access

CASE COMMENTARY ON SARLA MUDGAL V. UNION OF INDIA (1995) BY - AKSHAT HEGDE & BALPREET KAUR BHATTI

Authors: AKSHAT HEGDE & BALPREET KAUR BHATTI
Registration ID: 103319 | Published Paper ID: WBL3319 & WBL3320
Year : Nov - 2024 | Volume: 2 | Issue: 16
Approved ISSN : 2581-8503 | Country : Delhi, India

DOI Link : https://www.doi-ds.org/doilink/11.2024-35289167/CASE COMMENTARY ON SARLA MUDGAL V. UNION OF INDIA

[1] (PDF) case comment: Sarla Mudgal vs. Union of India, https://www.researchgate.net/publication/371606685_CASE_COMMENT_SARLA_MUDGAL_vs_UNION_OF_INDIA (last visited Oct 14, 2024). [2] (PDF) case comment: Sarla Mudgal vs. Union of India, https://www.researchgate.net/publication/371606685_CASE_COMMENT_SARLA_MUDGAL_vs_UNION_OF_INDIA (last visited Oct 14, 2024). [3](PDF) case comment: Sarla Mudgal vs. Union of India, https://www.researchgate.net/publication/371606685_CASE_COMMENT_SARLA_MUDGAL_vs_UNION_OF_INDIA (last visited Oct 14, 2024). [4] Case analysis: Sarla Mudgal V/S Union of India, Legal Service India - Law, Lawyers and Legal Resources, https://www.legalserviceindia.com/legal/article-9651-case-analysis-sarla-mudgal-v-s-union-of-india.html (last visited Oct 15, 2024). [5] Sarla Mudgal v. Union of India (Air 1995 SS 1531): Bigamy and conversion under Islam in India, International Journal of Law Management & Humanities (2021), https://ijlmh.com/paper/sarla-mudgal-v-union-of-india-air-1995-ss-1531-bigamy-and-conversion-under-islam-in-india/ (last visited Nov 3, 2024). [6]  Case analysis: Sarla Mudgal V/S Union of India, Legal Service India - Law, Lawyers and Legal Resources, https://www.legalserviceindia.com/legal/article-9651-case-analysis-sarla-mudgal-v-s-union-of-india.html (last visited Oct 15, 2024). [7] Case analysis: Sarla Mudgal V/S Union of India, Legal Service India - Law, Lawyers and Legal Resources, https://www.legalserviceindia.com/legal/article-9651-case-analysis-sarla-mudgal-v-s-union-of-india.html (last visited Oct 15, 2024).
CYBER BULLYING AND HARASSMENT: LEGAL REMEDIES AND LIMITATIONS BY - JAISMIN TANWAR
Open Access

CYBER BULLYING AND HARASSMENT: LEGAL REMEDIES AND LIMITATIONS BY - JAISMIN TANWAR

Authors: JAISMIN TANWAR 
Registration ID: 103318 | Published Paper ID: WBL3318
Year : Nov - 2024 | Volume: 2 | Issue: 16
Approved ISSN : 2581-8503 | Country : Delhi, India

DOI Link : https://www.doi-ds.org/doilink/11.2024-17673835/CYBER BULLYING AND HARASSMENT: LEGAL REMEDIES AND

[1] L.L.M. student at FAIRFIELD INSTITUTE OF MANAGEMENT AND TECHNOLOGY, AFFILIATED TO GGSIPU [2] UNICEF for every child [3] Information technology act,2000 which was amended and revised in 2008 [4] Shreya Singhal v. union of India on 25 March,2015  
TAXATION OF AGRICULTURAL INCOME IN INDIA BY- VANSHIKA NAGPAL & NAYANIKA TALHAN
Open Access

TAXATION OF AGRICULTURAL INCOME IN INDIA BY- VANSHIKA NAGPAL & NAYANIKA TALHAN

Authors: VANSHIKA NAGPAL & NAYANIKA TALHAN
Registration ID: 103317 | Published Paper ID: WBL3316 & WBL3317
Year : Nov - 2024 | Volume: 2 | Issue: 16
Approved ISSN : 2581-8503 | Country : Delhi, India

DOI Link : https://www.doi-ds.org/doilink/11.2024-31842123/TAXATION OF AGRICULTURAL INCOME IN INDIA

[1] Debroy, Bibek, National Agriculture Policy and WTO Yojana, Jan 2001, p.12-15. [2] Chandra, Ramesh, Subsidies and Support in Agriculture, p .3014-3016. [3] Bhattacharya, Food Security N.A.P and W.T.O Yojana, Jan 2001, p .15-18.
RULE OF LAW IN INTERNATIONAL LAW BY: FALAK SAINI
Open Access

RULE OF LAW IN INTERNATIONAL LAW BY: FALAK SAINI

Authors: FALAK SAINI
Registration ID: 103315 | Published Paper ID: WBL3315
Year : Nov - 2024 | Volume: 2 | Issue: 16
Approved ISSN : 2581-8503 | Country : Delhi, India

DOI Link : https://www.doi-ds.org/doilink/11.2024-82146987/RULE OF LAW IN INTERNATIONAL LAW

[1] Albert Venn Dicey [2] United Nation Charter [3] The United Nations Security Council [4] Universal Declaration of Human Rights [5] International Covenant on Economic, Social and Cultural Rights [6] International Covenant on Civil and Political Rights Description [7] 1986.IC.J.14 [8] International Court of Justice
LEMON LAWS AND THE EQUIVALENT INDIAN APPROACH: AN EVALUATION BY - JANAVI MANISEKAR & RIKASHA SHAJAKAN
Open Access

LEMON LAWS AND THE EQUIVALENT INDIAN APPROACH: AN EVALUATION BY - JANAVI MANISEKAR & RIKASHA SHAJAKAN

Authors: JANAVI MANISEKAR & RIKASHA SHAJAKAN
Registration ID: 103313 | Published Paper ID: WBL3313 & WBL3314
Year : Nov - 2024 | Volume: 2 | Issue: 16
Approved ISSN : 2581-8503 | Country : Delhi, India

DOI Link : https://www.doi-ds.org/doilink/11.2024-29242322/LEMON LAWS AND THE EQUIVALENT INDIAN APPROACH: AN

[1] STATISTA, https://www.statista.com/ (last visited May 10, 2023). [2] Niranjana N., Need for Lemon Laws – A comparative Study, 3 JLSR 2, (2022). [3] California Lemon Laws | The Lemon Law Experts, The Lemon Law Experts, https://lemonlawexperts.com/california-lemon-law-rules/ [4] Making Lemon Law Claims for Defective Items in Singapore (Sept. 21, 2021), https://singaporelegaladvice.com/law-articles/lemon-law-claims-defective-items-singapore/ [5] Joey Deriquito, What you need to know about the Philippine Lemon law | Autodeal, AutoDeal (Jan. 12, 2022), https://www.autodeal.com.ph/articles/car-features/what-you-need-know-about-philippine-lemon-law#:~:text=This%20is%20why%20the%20RA,consumers%20and%20the%20public%20interest. [6] Central Motor Vehicles Rules, 1989, Rule 126, 1989 (India) [7] Huzefa Tavawalla and Vivek Kathpalia, India: Auto Recalls & Product Liability in India, MONDAQ (May 05, 2023, 3:20 PM), https://www.mondaq.com/ . [8] The Motor Vehicles (Amendment) Act, 2019, § 110A, No. 32, Acts of Parliament, 2019 (India). [9] Sidharth Sethi and Avinash Das, Legal Regime Concerning Vehicle Recalls in India – A Primer, BW LEGAL WORLD – BW BUSINESSWORLD (May 07, 2023, 7:43 PM), https://bwlegalworld.businessworld.in/ . [10] The Consumer Protection Act, 2019, § 20, No. 35, Acts of Parliament, 2019 (India).
“THE VOICE OF THE UNHEARD: REFLECTION ON THE JUST RIGHTS FOR CHILDREN ALLIANCES & ANRS VS. S. HARISH & ORS.” BY: MS. SAKSHI AMIT SAWANT
Open Access

“THE VOICE OF THE UNHEARD: REFLECTION ON THE JUST RIGHTS FOR CHILDREN ALLIANCES & ANRS VS. S. HARISH & ORS.” BY: MS. SAKSHI AMIT SAWANT

Authors: MS. SAKSHI AMIT SAWANT
Registration ID: 103312 | Published Paper ID: WBL3312
Year : Nov - 2024 | Volume: 2 | Issue: 16
Approved ISSN : 2581-8503 | Country : Delhi, India

DOI Link : https://www.doi-ds.org/doilink/11.2024-11271293/THE VOICE OF THE UNHEARD: REFLECTION ON THE JUST R

[1]https://essays.quotidiana.org/jacobs/free_at_last/#:~:text=I%20cannot%20say%2C%20with%20truth,did%20not%20diminish%20my%20danger [2] https://indiankanoon.org/doc/37078038/ [3] https://www.indiacode.nic.in/bitstream/123456789/2079/1/AA2012-32.pdf [4] https://www.indiacode.nic.in/bitstream3/123456789/131 [5] https://indiankanoon.org/doc/87705010/ [6] https://indiankanoon.org/doc/123392914/ [7] https://indiankanoon.org/doc/69624144/ [8] https://api.sci.gov.in/supremecourt/2024/8562/8562_2024_1_1501_56073_Judgement_23-Sep-2024.pdf
WELL-KNOWN TRADEMARKSAND PASSING OFF: ANANYALYSIS OF LEGALPROTECTION IN INDIA BY: DEEPANKAR CHUGH
Open Access

WELL-KNOWN TRADEMARKSAND PASSING OFF: ANANYALYSIS OF LEGALPROTECTION IN INDIA BY: DEEPANKAR CHUGH

Authors: DEEPANKAR CHUGH
Registration ID: 103311 | Published Paper ID: WBL3311
Year : Nov - 2024 | Volume: 2 | Issue: 16
Approved ISSN : 2581-8503 | Country : Delhi, India

DOI Link : https://www.doi-ds.org/doilink/11.2024-42578767/WELL-KNOWN TRADEMARKSAND PASSING OFF:

[1] According to Section 2(1)(zg) of the Trade Marks Act, 1999, a "well-known trademark" is one that has gained recognition among the sizable portion of the public that purchases such products or obtains such services. [2] The Trade Marks Act, 1999 [3] The Trade Marks Rules, 2017 [4] The Trade Marks Rules, 2017 [5] N.R. Dongre v. Whirlpool Corporation, 1996 PTC (16) 583 (SC) [6] Jain, Tarun, "Well-Known Trademarks: Analysis of Law and Practice in India", Journal of Intellectual Property Rights, Vol. 14 (2009) [7] Narayanan, P., Intellectual Property Law (3rd ed. 2017) [8] Draft National IPR Policy, Department for Promotion of Industry and Internal Trade (2021) [9] Reckitt & Colman Products Ltd. v Borden Inc. [1990] 1 All ER 873 [10] Rolex SA v. Alex Jewellery Pvt. Ltd., 2009 (41) PTC 284 (Del