cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/dfkzvw
title: ADMIT

description: American Database for Medical Implant Transparency (ADMIT)
Medical implants are now an integral part of public health in the United States. However, the last few years have brought several controversies regarding their regulation, considering the large number of deleterious effects reported by patients. Some authors even denounce the lack of rigour and transparency in the process of marketing medical implants as well as in the reporting of data. This data verse aims to address these shortcomings by introducing the American Database for Medical Implant Transparency (ADMIT). This database integrates data from multiple governmental sources to characterize the entire process by which medical implants are approved by the FDA, ranging from approval path (PMA/510(k)), clinical trials, adverse events and recalls. The exploitability of ADMIT has already been assessed by performing exploratory analyses that will soon be incorporated in the data verse. This open access aspires to stimulate further investigation and offer an informative tool for individuals seeking integrated information on implantable medical devices. As a first undertaking to put together all the pieces of the puzzle, we hope that our database can serve as a foundation for future research amongst the scientific community. We believe that the magnitude of the work required to draw empirical conclusions from such a complex issue relies on the collaboration of the scientific community. Ultimately, knowledge and accessibility to data are the only way for Americans to be informed of the real risks associated with their implantable medical devices.
description: Related articles to come shortly.
DOI: 10.15468/dl.4up3ya
title: Occurrence Download

description: A dataset containing 43622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Nocardioides Prauser, 1976"
 ]
}

 The dataset includes 43622 records from 475 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015131-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/uuh9r7
title: Data_file_13 Transcriptome_EffectorP.TXT

description: Secretome identified using SignalP and EffectorP to identify putative effectors of the Cercosporidium personatum transcriptome.
DOI: 10.7910/dvn/5vbqo
title: Passed Resolves; Resolves 1845, c.131, SC1/series 228, Petition of George Fisher

description: &lt;p&gt;Petition subject: Annexation of Texas &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:10670594"&gt;http://nrs.harvard.edu/urn-3:FHCL:10670594&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Harvard &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Jacob Fisher, Lancaster; committee on the annexation of Texas &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;George Fisher&lt;/li&gt;&lt;li&gt;Clark Sibley&lt;/li&gt;&lt;li&gt;Jerome Gardner&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1845-01-30,1845-01-31 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on January 30, 1845 and referred to the committee on the annexation of Texas and received in the Senate on January 31, 1845 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 55 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, received, concurred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 55 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: inhabitants, ["citizens"] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Printed &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Resolves 1845, c.131, passed March 26, 1845 &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/kl4lhi
title: Wright Casebook Edited; Docketed Case: 79-1241
DOI: 10.7910/dvn/pkipxm
title: Replication Data for: The Limits of Sportswashing. How the 2022 FIFA World Cup Affected Attitudes about Qatar

description: Replication Data
DOI: 10.7910/dvn/5upure
title: Wright Casebook Edited; Docketed Case: 75-1495
DOI: 10.7910/dvn/atj5pr
title: Wright Files I-Z Edited; Docketed Case: 21661
DOI: 10.7910/dvn/ib8m8i
title: Petition of Nelson Finney

description: &lt;p&gt;Petition subject: Support for individuals &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:28548163"&gt;http://nrs.harvard.edu/urn-3:FHCL:28548163&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1757-11-23 &lt;/p&gt; &lt;p&gt;Petition location: Middleborough &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Several names from a committee &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Nelson Finney&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1757-12-09 &lt;/p&gt; &lt;p&gt;Legislative action: Committed and received and read and granted in the House on December 9, 1757 and sent for concurrence &lt;/p&gt; &lt;p&gt;Total signatures: 1 &lt;/p&gt; &lt;p&gt;Legislative action summary: Committed, received, read, granted, sent &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 1 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Manuscript &lt;/p&gt; &lt;p&gt;Native American tribe: Mashpee &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt; &lt;p&gt;Additional archivist notes: Nelson Phinney, money, care, support, sickness, dwelling house, Ponkapoag, Boston, Indian guardians, accounts, Robert Spurr, Thomas Pownall, Thomas Hubbard, Thomas Foster &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Massachusetts Archives volume 33, pages 25-25a &lt;/p&gt;
DOI: 10.15468/dl.23669t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Myzomela rubratra (R.Lesson, 1827))",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015135-250525065834625/datasets/export for details.
DOI: 10.15468/dl.jfefw3
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron schlippenbachii Maxim."
 ]
}

 The dataset includes 91 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000832-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14278/rodare.1875
title: Don't Publish - Previewer test for splitted zip file 23

description: Test if large zip files can be splittet and read by the previewer. Looks like it works.
DOI: 10.5281/zenodo.18297331
title: Data for: "Metal–Metal vs Metal–Ligand Cooperation in Iron-Mediated Activation and Catalytic Reduction of Nitrous Oxide and Nitrobenzene"

description: RAW DATA FOR ARTICLE DATE: JANUARY 2026 TITLE: Metal–Metal vs Metal–Ligand Cooperation in Iron-Mediated Activation and Catalytic Reduction of Nitrous Oxide and Nitrobenzene AUTHORS: Nadir Jori, Helena Corona, Enrique Soto, Israel Fernandez, and Jesus Campos JOURNAL: Chemical Science 2026
DOI: 10.15468/dl.gezxjh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gammarus hoonsooi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019649-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18297330
title: Data for: "Metal–Metal vs Metal–Ligand Cooperation in Iron-Mediated Activation and Catalytic Reduction of Nitrous Oxide and Nitrobenzene"

description: RAW DATA FOR ARTICLE DATE: JANUARY 2026 TITLE: Metal–Metal vs Metal–Ligand Cooperation in Iron-Mediated Activation and Catalytic Reduction of Nitrous Oxide and Nitrobenzene AUTHORS: Nadir Jori, Helena Corona, Enrique Soto, Israel Fernandez, and Jesus Campos JOURNAL: Chemical Science 2026
DOI: 10.15468/s2urcx
title: Notes on the Indo-Australian genus Ziridava Walker (Lepidoptera: Geometridae Larentiinae), with description of two new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Schmidt, Olga, Tautel, Claude (2022): Notes on the Indo-Australian genus Ziridava Walker (Lepidoptera: Geometridae Larentiinae), with description of two new species. Zootaxa 5100 (1): 105-118, DOI: 10.11646/zootaxa.5100.1.5AbstractThe present review summarizes the current state of knowledge of the genus Ziridava Walker by presenting images of available genitalia slides of the holotypes and paratypes and identifying research gaps for future studies. Two new species, namely Z. mauriakra sp. nov. from the Philippines and Z. orchidensis sp. nov. from the Lanyu Island (Taiwan), are described and illustrated. They share the characteristics of the genus Ziridava, including the uncus reduced to a short trident, the long, slender valvae with costa distinctly broadened for basal one-fourth, the broad juxta constricted medially and the saccus rather rectangular with rounded corners in males and the square-shaped papillae anales, the ductus seminalis arising from a lateral lobe of corpus bursa, with a signum comprised of scobinate patches on the dorsal and ventral surface of corpus bursa in females.
DOI: 10.5281/zenodo.18297438
title: Polygonum lapathifolium L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:52
DOI: 10.5281/zenodo.18297439
title: Polygonum lapathifolium L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:52
DOI: 10.15468/dl.q4hts9
title: Occurrence Download

description: A dataset containing 442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "TaxonKey is Amorphophallus paeoniifolius"
 ]
}

 The dataset includes 442 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019650-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zm5zcr
title: Occurrence Download

description: A dataset containing 1683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenopsis geminata, Solenopsis invicta, Tapinoma melanocephalum, Tetramorium bicarinatum, Ochetellus glaber, Paratrechina longicornis, Pheidole megacephala, Monomorium pharaonis, Anoplolepis gracilipes, Monomorium destructor, Technomyrmex albipes, Tetramorium simillimum, Monomorium floricola, Wasmannia auropunctata)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1683 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019651-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7abeeq
title: Occurrence Download

description: A dataset containing 111064 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parthenocissus quinquefolia"
 ]
}

 The dataset includes 111064 records from 856 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019591-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18297446
title: Polygonum meisnerianum Cham. & Schltdl. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:52
DOI: 10.5281/zenodo.18297447
title: Polygonum meisnerianum Cham. & Schltdl. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:52
DOI: 10.5281/zenodo.18297407
title: LANGUAGE, IDEOLOGY, AND POWER IN GEORGE ORWELL'S ANIMAL FARM

description: This study examines the relationship between language, ideology, and power in George Orwell’s Animal Farm using the theoretical framework of Critical Discourse Analysis. The research investigates how linguistic strategies are employed by dominant characters to establish and maintain political authority. Through qualitative textual analysis of slogans, speeches, narrative discourse, and manipulated commandments, the findings reveal that language functions as an ideological instrument that legitimizes inequality and suppresses resistance. The study demonstrates that Orwell deliberately exposes how political power is constructed and sustained through discourse rather than force. The article contributes to literary linguistics by highlighting the central role of language in ideological domination.
DOI: 10.5281/zenodo.18297408
title: LANGUAGE, IDEOLOGY, AND POWER IN GEORGE ORWELL'S ANIMAL FARM

description: This study examines the relationship between language, ideology, and power in George Orwell’s Animal Farm using the theoretical framework of Critical Discourse Analysis. The research investigates how linguistic strategies are employed by dominant characters to establish and maintain political authority. Through qualitative textual analysis of slogans, speeches, narrative discourse, and manipulated commandments, the findings reveal that language functions as an ideological instrument that legitimizes inequality and suppresses resistance. The study demonstrates that Orwell deliberately exposes how political power is constructed and sustained through discourse rather than force. The article contributes to literary linguistics by highlighting the central role of language in ideological domination.
DOI: 10.15468/dl.fgyr82
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BIH",
 "OccurrenceStatus is Present",
 "TaxonKey is Xanthium orientale"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019652-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/xce6mw
title: Types of some Mexican names in Amaranthaceae s. l. (Caryophyllales)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Sandoval-Ortega, Manuel Higinio, Zumaya-Mendoza, Silvia (2023): Types of some Mexican names in Amaranthaceae s. l. (Caryophyllales). Phytotaxa 597 (1): 8-14, DOI: 10.11646/phytotaxa.597.1.2, URL: http://dx.doi.org/10.11646/phytotaxa.597.1.2AbstractThe family Amaranthaceae has a cosmopolitan distribution and it is one of the most diverse families within the order Caryophyllales. Species of Amaranthaceae live mainly in arid environments, saline habitats, or disturbed areas. Nomenclature is the necessary first-step to study the members of this group, aiming to clarify their identity which is often critical. The types of four names in Amaranthaceae (sensu lato, including Chenopodiaceae)— Chenopodium berlandieri, Celosia monosperma, Iresine grandis var. glabrata, Iresine interrupta —with Mexican loci classici are designated in the present paper, including comments on their identities.
DOI: 10.5281/zenodo.18297452
title: Polygonum orientale L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:52
DOI: 10.5281/zenodo.18297453
title: Polygonum orientale L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:52
DOI: 10.15468/jvr5zt
title: Extra-branchial processes manifest extra diversity: systematics of the genus Trapania (Nudibranchia: Goniodorididae) and nine new species descriptions

description: This dataset contains the digitized treatments in Plazi based on the original journal article Smirnoff, Dimitri S., Donohoo, Samantha A., Gosliner, Terrence M. (2022): Extra-branchial processes manifest extra diversity: systematics of the genus Trapania (Nudibranchia: Goniodorididae) and nine new species descriptions. Zoological Journal of the Linnean Society 196: 270-313, DOI: 10.1093/zoolinnean/zlac009
DOI: 10.15468/dl.9cgwqy
title: Occurrence Download

description: A dataset containing 393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "TaxonKey is Antiaris toxicaria"
 ]
}

 The dataset includes 393 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019653-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w86ejt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gammarus gageoensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019654-260108223611665/datasets/export for details.
DOI: 10.5281/zenodo.18297454
title: Polygonum punctatum Elliott. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:52
DOI: 10.5281/zenodo.18297455
title: Polygonum punctatum Elliott. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:52
DOI: 10.15468/dl.6bc64f
title: Occurrence Download

description: A dataset containing 4879 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sagittaria trifolia"
 ]
}

 The dataset includes 4879 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019655-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18297461
title: Polygonum setaceum Baldwin. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:52
DOI: 10.5281/zenodo.18297460
title: Polygonum setaceum Baldwin. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:52
DOI: 10.15468/dl.g2hevk
title: Occurrence Download

description: A dataset containing 3700 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonneratia alba"
 ]
}

 The dataset includes 3700 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019656-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17295030
title: AdVersa: Adversarially-Robust and Practical Ad and Tracker Blocking in the Wild. (WWW 2026)

description: Title:

AdVersa: Adversarially-Robust and Practical Ad and Tracker Blocking in the Wild. (WWW 2026)

Abstract: 

While machine learning has significantly advanced ad and tracker detection, existing systems face critical challenges in practice. They are vulnerable to adversarial attacks (57-92% evasion rates), fail to generalize to unseen domains due to data contamination, and suffer performance degradation over time, requiring costly retraining. To address these challenges, we present AdVersa, a client-side framework for robust and practical ad and tracker blocking. AdVersa leverages novel, hard-to-perturb latent features from code and URL embeddings to deliver state-of-the-art performance. On a 2.06M-request dataset, our results show that AdVersa achieves a 98.23% F1 score, twice the robustness against adversarial attacks, and strong generalization to unseen domains (91.47% F1 score). For sustainable protection, we demonstrate that a low-cost pseudo-labeling strategy can maintain near-optimal accuracy, reducing maintenance overhead by over 99.8% compared to filter-list curation. Finally, we implement AdVersa as a lightweight, standalone client-side application that ensures user privacy by operating without external dependencies.