Choosing a Venue for Federated Learning, Privacy and Data Protection: Quartile, Index and Fee Side by Side

A privacy researcher is invited to submit to a well-known security journal: rapid review, publication in four weeks, an APC on acceptance. The site looked right, the editors were real names, the ISSN matched. She checked one thing security people check by habit, the domain registration date. The journal was twenty years old. The domain was four months old.

Privacy and federated learning is a young field with few dedicated journals, which makes invented or cloned titles easier to pass off. Most federated learning papers in fact go to machine learning and security venues. The strongest are on this page, and the machine learning ones are in our machine learning list. As usual in engineering this list starts with conferences, which matter a great deal here.

How to read a quartile before you read the list

The Scopus quartile comes from Scimago, inside a Scopus subject category. The JCR quartile comes from Clarivate, using the impact factor. Security journals often sit at JCR Q2 while being among the most respected in their field, because security categories are small and computing citation patterns are unusual.

An ESCI journal shows an impact factor and a quartile that look like an SCIE one, so an ESCI Q1 will not satisfy a rule asking for SCIE. Settling this first is part of Journal Submission Preparation.

Indexed conference routes in privacy and security

In security the top conferences often outrank the journals in the community's own view. The IEEE Symposium on Security and Privacy has long Scopus coverage.

Scopus-indexed options, Q3, where a first paper usually lands

Two rows carry cautions to check their status yourself. Planning a sequence of papers is the Mentorship Program.

Swipe the table sideways to see every column.

Scopus-indexed options, Q1 and Q2

The AI Journal Finder matches an abstract against these in seconds.

EI Compendex indexed titles

Diamond open access: privacy journals with no APC

Seven titles, including three law and policy journals. For technical privacy work, the Journal of Privacy and Confidentiality is the one to know.

Not sure whether the journal you picked is still indexed? Run it through the Predatory Journal Checker at ai.researchramp.com, or send us the title on WhatsApp or WeChat for a same-day check. Two minutes to spare instead? Try the Smart Quiz.

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Gold open access: journals with an APC

Web of Science options: SCIE and ESCI

The respected security journals. Most are subscription with no APC, and the cryptography community runs its own free journal.

Publishing without a grant in privacy and federated learning

1. The senior venues cost nothing. Every SCIE journal here except the open access titles is subscription with no APC, and the IACR runs its journal free to authors and readers.
2. Conferences have registration costs instead. Most top security conferences require one author to register and present. Ask about student and waiver rates before submitting.
3. Compute is the hidden cost. Federated learning experiments can need significant GPU time. Many cloud providers and research programmes offer academic credits, and reviewers accept smaller-scale experiments if the design is sound and scale limits are stated.
4. Industry researchers. Much federated learning work comes from industry labs. Affiliation is straightforward for them, but check the employer's publication approval before submitting.
5. Independent researchers. Write "Independent Researcher" with city and country. Privacy work using public datasets needs no ethics approval in most cases, which makes this field unusually accessible to unaffiliated authors.

Help planning the route is part of Manuscript Preparation Support.

What gets accepted in this field, and what gets rejected

What is a hijacked journal, and how do I spot a cloned privacy and federated learning journal site?

A hijacked journal is a fake website copying a real journal's title, ISSN, board and design to collect fees the genuine publisher never sees. The quickest test is the domain registration date in a public WHOIS lookup: a clone is usually months old, while the real journal's domain is years old.

Then open the journal from the index record rather than any email link, and compare the two sites.

Is this privacy and federated learning journal predatory?

Check four things: whether the ISSN is in the live Scopus source list or the Web of Science Master Journal List, whether the fee is published before submission, whether the board are real researchers in privacy or security, and whether the review process described is realistic. Failing two or more is enough to walk away.

Why does this journal claim an impact factor that is not in JCR?

Because anyone can invent a metric. The Journal Impact Factor is a Clarivate product published in Journal Citation Reports; a number not found there is not a Journal Impact Factor, whatever the site calls it.

What is SJIF, and is it a real impact factor?

SJIF is a commercial metric sold by a private company, not a Clarivate product, and promotion committees do not accept it. A prominent SJIF badge is a reason for caution, not confidence.

Which privacy and federated learning journals accept a master's or PhD student as first author?

All of them. No journal here restricts first authorship by seniority, and student-led papers are common in security, often with the supervisor as a co-author.

Do I need a supervisor as co-author to publish in privacy and federated learning research?

No, and adding one who did not contribute breaches authorship standards. A supervisor who shaped the problem or the method should be an author; one who only read the draft belongs in the acknowledgements.

Can I publish a privacy and federated learning paper without institutional affiliation?

Yes. Write "Independent Researcher" with city and country. Journals and conferences in this field accept independent authors, and work on public datasets usually needs no ethics approval, which removes the main obstacle unaffiliated authors face elsewhere.

How much does it cost to publish a privacy and federated learning paper in an indexed journal?

Usually nothing. The senior SCIE journals here are subscription with no APC, and ten titles, including the IACR journal, charge no APC at all. Where an APC applies, the range is 800 to 2,800 US dollars.

What editors screen before a reviewer sees your paper

The editorial office checks whether the English is clear enough to review, whether the structure and reference style match the journal, and what the similarity report says. In privacy research a further check is common: whether the threat model and privacy guarantee are stated before the results. Run your own overlap check first with the Plagiarism & AI Similarity Checker, and use the AI Journal Finder to confirm the journal's scope matches your abstract before you submit.

Where Research Ramp comes in

We match a finished abstract against live indexing, tell you plainly when a design will not survive the first screen, and prepare the submission so the editorial office has no reason to bounce it. The revision round is Review & Response Support, language is Manuscript Editing, co-authors with compute or data are Collaboration Matching, and past work is on our Case Studies page.

Questions we are asked about quartiles

Send us the abstract, we will send back the shortlist

Send us your abstract and we will return a shortlist that separates SCIE, SSCI, AHCI, Scopus and EI options, with the access model marked against each. Tap the WhatsApp icon, or scan the WeChat code. To hand over the whole route from venue choice to acceptance, that is the Full Publication Package.

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发送摘要，即可获得按检索类型分层的期刊清单。

Disclaimer. Every table on this page is correct as on October 2026 and no later. Article charges shown in US dollars are approximate conversions at October 2026 rates, and journals bill in their own currency. Indexing, quartile, access model and charges change through the year, and journals can be added to or removed from Scopus and Web of Science at any time. This page is general information only. Research Ramp Private Limited accepts no responsibility or liability for any decision made on the basis of it, including the choice of journal, any charge paid, or the outcome of any submission. Every detail must be independently verified by the author with the journal's own website and the live Scopus source list and Web of Science Master Journal List before submitting. If you would like an informal second check, send us the title and we will look at it for you.

本页所有列表数据截至 2026 年 10 月，仅供一般参考。Research Ramp 不对任何依据本页作出的选刊、付费或投稿结果承担责任。投稿前请务必通过期刊官网及 Scopus、Web of Science 实时数据自行核实收录情况与费用。