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research index

Email security reading library.

A curated index of external research, papers, and reports on email security, the systems around it, and the protocols underneath. We do not own these works. We link to the originals and credit the authors.

The field moves fast and the good writing is scattered. Some of it lives behind a vendor wall, some in IETF RFCs, some in academic PDFs, and some in essays that have been sitting on the open web for twenty-five years. This page collects the works we read and cite when we talk about email security.

Forty-six entries grouped into eight categories: phishing economics and business email compromise, email security history and current threats, AI in email attacks, email infrastructure and deliverability, privacy and non-custodial architecture, Bitcoin and Lightning and Cashu and micropayments, industry reports, and the attention cost of email itself. Each entry shows the title, the source, the year, a short faithful takeaway, and a direct link to the original.

Rythm did not write these works. We do not republish them. We do not summarize them in a way that lets anyone skip the source. When the takeaway sounds opinionated, it is reading the work honestly, not editorializing. Suggestions welcome at partners@rythm.xyz.

Phishing economics & BEC

Phishing economics & BEC

Internet Crime Report (IC3 Annual Report)

FBI Internet Crime Complaint Center2024

The FBI logs reported losses by category every year. Business email compromise sits in the top three by dollar loss every year. The 2024 edition documents tens of billions in cumulative BEC losses since 2013. The most-cited primary source for what email-based fraud actually costs.

ic3.gov
Phishing economics & BEC

Cost of a Data Breach Report

IBM Security and the Ponemon Institute2024

IBM's annual study placing the average cost of a data breach at $4.88M in 2024. Phishing is consistently identified as a top-three initial attack vector. Useful for grounding email-security ROI discussions in audited numbers rather than vendor projections.

ibm.com
Phishing economics & BEC

Data Breach Investigations Report (DBIR)

Verizon2024

The longest-running breach analysis in the industry, drawn from tens of thousands of incidents. The 2024 edition shows that the human element (phishing, pretexting, error) factors into the majority of breaches. The annual frame for any honest conversation about breach root causes.

verizon.com
Phishing economics & BEC

Phishing Activity Trends Report (quarterly)

Anti-Phishing Working Group (APWG)2014 to present

APWG tracks observed phishing site counts, brand-impersonation patterns, and attack-channel mix every quarter. The dataset shows phishing volume rising and channel mix shifting away from pure email toward SMS and voice. The most-cited longitudinal phishing dataset.

apwg.org
Phishing economics & BEC

Why Phishing Works

Dhamija, Tygar, Hearst (UC Berkeley) at CHI 20062006

The foundational academic study on why people fall for phishing. The headline finding: 23 percent of participants were fooled by the best phishing site, and visual cues that defenders relied on (browser chrome, address bar) did not protect users. Twenty years on, the structural conclusions still hold.

people.eecs.berkeley.edu
Phishing economics & BEC

State of the Phish (annual)

Proofpoint2024

Proofpoint's annual survey of email-based threats observed across its customer base. Useful as an industry barometer on phishing volume, BEC trends, and click-through rates by industry. Vendor framing applies, but the underlying telemetry is large-scale.

proofpoint.com
Phishing economics & BEC

Cyber Claims Report

Coalition (cyber-insurance carrier)2024

A claims-side view of where cyber losses actually happen. The 2024 report finds 56 percent of all 2023 claims were BEC or funds-transfer fraud originating in the email inbox, with average FTF claim severity over $278,000. Underwriter data has skin in the game because the carrier pays when a claim is real.

coalitioninc.com
Phishing economics & BEC

Microsoft Digital Defense Report

Microsoft Threat Intelligence2024

Microsoft's annual report drawing on telemetry from billions of endpoints and email accounts. The 2024 edition shows identity-based attacks (phishing, token theft, password spray) as the dominant category. Useful for sizing the problem against the largest mailbox provider on the planet.

microsoft.com

Email security history & current threats

Email security history & current threats

Krebs on Security (ongoing investigative blog)

Brian Krebs2009 to present

Brian Krebs documents email-driven fraud in journalistic depth. Recurring beats include BEC operations, romance scams that move funds via email, and the Eastern European cybercrime ecosystem. The most-cited single source for narrative case studies of how email attacks actually work in the wild.

krebsonsecurity.com
Email security history & current threats

The Spamhaus Project (ongoing)

The Spamhaus Project1998 to present

Spamhaus has been tracking spam infrastructure for over twenty-five years and runs the most-used IP blocklists on the internet. Their writing on snowshoe spam, hosting abuse, and botnet sources is the institutional memory of the spam-filtering era. A useful counterweight to the marketing claim that spam is a solved problem.

spamhaus.org
Email security history & current threats

Pluralistic (ongoing essays on email and platforms)

Cory Doctorow2020 to present

Doctorow has written extensively on enshittification of communication platforms and on email's role as the last open inbox channel. The argument running through his work: closed platforms capture senders and recipients, and the open standard is both email's weakness (spam) and its strength (no gatekeeper).

pluralistic.net
Email security history & current threats

A Plan for Spam

Paul Graham2002

The original Bayesian-spam-filter essay. Paul Graham describes how a probabilistic content classifier can sort spam without explicit rules. The essay shaped two decades of spam filtering and is also a clear statement of the limits of probabilistic filters: they classify well on average and fail openly on the cases that matter most.

paulgraham.com
Email security history & current threats

Better Bayesian Filtering

Paul Graham2003

The follow-up essay describing how to tune a Bayesian spam filter in production. Reads as both a recipe and a cautionary tale: every refinement in the filter is met with adaptation from the spammers. The arms-race dynamic that motivated economic-friction approaches like Hashcash and, later, email paywalls.

paulgraham.com
Email security history & current threats

CISA Cybersecurity Advisories

Cybersecurity and Infrastructure Security Agency2020 to present

CISA publishes ongoing alerts on email-based fraud campaigns targeting US infrastructure and small businesses. Alerts include technical indicators, recommended mitigations, and observed dollar losses. Useful when a story or product claim needs grounding in a federal advisory.

cisa.gov

AI in email attacks

AI in email attacks

AI-generated phishing research

Hoxhunt Research2024

Hoxhunt runs simulated phishing at scale and publishes performance data on AI-written versus human-written lures. Their research finds that AI-generated phishing now outperforms human-crafted attempts in click-through rate against many populations. The data behind the AI phishing is better claim.

hoxhunt.com
AI in email attacks

AI Phishing Trends

Keepnet Labs2024

Keepnet documents how attackers are using LLMs to localize, personalize, and scale phishing across languages. Their reports include click-through comparisons by language and by lure quality. A working data source for the case that content-based defenses are losing ground.

keepnetlabs.com
AI in email attacks

AI vs Human Deceit (GPT-4 phishing study)

IBM X-Force2023

IBM researchers measured how quickly an LLM could generate phishing emails versus a human red team. The LLM produced viable phishing in five prompts. The human team took sixteen hours. The cost asymmetry is the headline: AI lowers the cost of creating convincing lures by orders of magnitude.

ibm.com
AI in email attacks

Generative AI in phishing attacks

StrongestLayer Research2024

StrongestLayer's research on AI-generated phishing reports a click-through rate of 54 percent on AI-written lures versus 12 percent on traditional phishing in their test populations. The methodology is available in the report. A data point cited often when the category talks about AI phishing efficacy.

strongestlayer.com
AI in email attacks

Threats by State-Affiliated Actors (adversarial uses of LLMs)

OpenAI Threat Intelligence2024

OpenAI's ongoing reporting on how state-affiliated actors and criminal groups use the model. Includes specific case studies of phishing, social-engineering content generation, and translation of lures across languages. A primary source on the supply side of AI-assisted email fraud.

openai.com

Email infrastructure & deliverability

Email infrastructure & deliverability

RFC 7489: Domain-based Message Authentication, Reporting, and Conformance (DMARC)

IETF (Kucherawy and Zwicky)2015

The DMARC standard. Defines how a domain owner publishes a policy that mailbox providers should apply when SPF or DKIM authentication fails. The reference for any conversation about sender authentication and the limits of authentication as a phishing defense.

datatracker.ietf.org
Email infrastructure & deliverability

RFC 7208: Sender Policy Framework (SPF)

IETF (Kitterman)2014

The SPF standard. Defines how a domain owner lists the IPs allowed to send mail on its behalf. The first of the three sender-authentication standards that together form the modern anti-spoofing baseline. SPF alone does not stop spoofing in forwarded mail, which is one reason DMARC exists.

datatracker.ietf.org
Email infrastructure & deliverability

RFC 6376: DomainKeys Identified Mail (DKIM)

IETF (Crocker, Hansen, Kucherawy)2011

The DKIM standard. Defines how a domain owner cryptographically signs outbound mail so receivers can verify it was authorized. DKIM is the part of the authentication trio that survives forwarding. Together with SPF and DMARC, the three RFCs are the technical floor for sender authentication.

datatracker.ietf.org
Email infrastructure & deliverability

M3AAWG email-authentication best practices

Messaging, Malware and Mobile Anti-Abuse Working Groupongoing

M3AAWG is the industry working group of mailbox providers, ISPs, and senders. Their published guidance on SPF, DKIM, DMARC, BIMI, and ARC is the operational reference used by the people who actually run the largest email systems. The closest thing the industry has to a shared rulebook.

m3aawg.org
Email infrastructure & deliverability

Sender Guidelines

Google Postmaster Tools (Gmail)ongoing

Google's sender requirements for getting mail accepted into Gmail at scale. As of 2024, bulk senders must publish DMARC, support one-click unsubscribe, and stay below a 0.3 percent spam-rate threshold. The de-facto standard that other providers track.

support.google.com

Privacy & non-custodial architecture

Privacy & non-custodial architecture

Schneier on Security (essays on email and surveillance)

Bruce Schneier2004 to present

Bruce Schneier's long-running essays on cryptographic systems, privacy, and the asymmetries between users and platforms. His writing on email metadata, mass surveillance, and the limits of voluntary privacy is the canonical introduction for non-specialists.

schneier.com
Privacy & non-custodial architecture

Surveillance Self-Defense (email guides)

Electronic Frontier Foundationongoing

EFF's practical guide to keeping email and other communications private. Covers threat modeling, end-to-end encryption, and the operational hygiene that keeps an inbox from leaking. The clearest framing of what privacy actually requires at the user level.

ssd.eff.org
Privacy & non-custodial architecture

Why I Wrote PGP

Phil Zimmermann1999

Zimmermann's 1999 essay on why he built PGP and why end-to-end email encryption mattered enough to risk a federal investigation. The piece is also an early articulation of the non-custodial principle: software that does not require the user to trust the developer with the keys.

philzimmermann.com
Privacy & non-custodial architecture

Tor Project mission and design

The Tor Project2002 to present

The Tor onion-routing design and the operational history of running a non-custodial privacy network at scale. Useful as a parallel reference for anyone thinking about how non-custodial systems get built, attacked, and sustained over decades.

torproject.org
Privacy & non-custodial architecture

Signal protocol papers

Signal Foundationongoing

The Signal protocol papers describe how forward secrecy, double-ratchet key agreement, and sealed-sender metadata minimization combine into a usable end-to-end encrypted messaging system. The architectural reference for non-custodial communication that a normal person can actually use.

signal.org

Bitcoin, Lightning, Cashu, micropayments

Bitcoin, Lightning, Cashu, micropayments

The Bitcoin Lightning Network: Scalable Off-Chain Instant Payments

Joseph Poon and Thaddeus Dryja2016

The original Lightning Network whitepaper. Defines how payment channels and HTLCs combine into a network that can settle instant micropayments at fractions of a cent. The technical foundation for any modern email-payment design that needs to be both fast and cheap.

lightning.network
Bitcoin, Lightning, Cashu, micropayments

Bitcoin: A Peer-to-Peer Electronic Cash System

Satoshi Nakamoto2008

The Bitcoin whitepaper. The base layer that Lightning sits on, and the original case for digital cash that does not require a trusted intermediary. Read it for the design principles, not for the price commentary that fills the rest of the internet.

bitcoin.org
Bitcoin, Lightning, Cashu, micropayments

Blind Signatures for Untraceable Payments

David Chaum1982

David Chaum's 1982 paper that defined blind digital signatures and the ecash design pattern. The basis for Cashu and every modern bearer-token system that wants the issuer to be unable to link issuance to redemption. Forty years old and still the right primitive for private digital cash.

chaum.com
Bitcoin, Lightning, Cashu, micropayments

Cashu protocol specification (NUTs)

cashubtc on GitHubongoing

The open Cashu protocol spec, kept as a set of numbered NUT documents. NUT-04 covers minting, NUT-05 covers melting, NUT-06 covers mint info. The reference for any team building on Cashu and the source for the technical claims about how Rythm settles cover-charge payments.

github.com
Bitcoin, Lightning, Cashu, micropayments

Hashcash: A Denial-of-Service Counter-Measure

Adam Back2002

Adam Back's 2002 paper on Hashcash, the proof-of-work scheme proposed as an anti-spam stamp on every email. Hashcash never reached deployment because it would have raised the cost for legitimate senders too. The historical context for why an explicit, recipient-paid cover charge replaced computational stamps as the structural answer to spam economics.

hashcash.org
Bitcoin, Lightning, Cashu, micropayments

The Case Against Micropayments

Clay Shirky2000

Clay Shirky's 2000 essay on why classical micropayments failed. The argument: the cognitive cost of every should-I-pay decision exceeds the financial cost being charged. The essay is the prior art for why a sender-paid cover charge (where the recipient pays nothing and the sender decides once per outbound list) works where per-page paywalls did not.

web.archive.org
Bitcoin, Lightning, Cashu, micropayments

The Case Against Micropayments

Andrew Odlyzko2003

Andrew Odlyzko's 2003 paper analyzing why classical micropayments fail. The non-technological barriers (cognitive friction on every decision, user resistance, the existing financial framework) get more attention than the technical ones. The conclusion most relevant to email cover charges: small payments only succeed when the friction is hidden, the price is set once, and the use is repeated. Email cover charges fit all three.

www-users.cse.umn.edu

Industry reports & data

Industry reports & data

Cybersecurity Threat Trends Report

Cisco Talos2024

Cisco Talos publishes ongoing analyses of email-borne malware, ransomware delivery, and BEC infrastructure. Telemetry comes from one of the largest network-security footprints in the industry. Useful when an argument needs a citation that is not Microsoft or Google but still represents very large-scale email observation.

blog.talosintelligence.com
Industry reports & data

X-Force Threat Intelligence Index

IBM X-Force2024

IBM X-Force's annual report on the threat landscape, with an extended chapter on initial access vectors. Phishing and stolen credentials remain the top two paths into a target environment. Pairs well with the IBM Cost of a Data Breach Report for cost and frequency together.

ibm.com
Industry reports & data

State of Email Security

Mimecast2024

Mimecast's annual State of Email Security drawn from a survey of IT decision-makers. The 2024 edition documents rising AI-driven phishing concern and increased BEC frequency at small and mid-market firms. Useful as a buyer-side complement to the supply-side reporting from carriers.

mimecast.com
Industry reports & data

Email Threats Report

Barracuda Networks2024

Barracuda's annual reporting tracks brand-impersonation phishing, conversation-hijacking attacks, and the rise of multi-step attacks that begin with a single innocuous email. The reports include specific dollar costs by company size, useful when sizing the problem for a small business audience.

barracuda.com
Industry reports & data

Threat Report

Sophos2024

Sophos's annual analysis combines email threat data with endpoint and ransomware telemetry. Useful when an argument needs to connect the email got in to what happened next. The Active Adversary chapter walks the post-compromise stage that email-only reports skip.

sophos.com
Industry reports & data

Cybercrime Report

Cybersecurity Ventures2024

Cybersecurity Ventures projects cybercrime costs annually. Their headline number ($10.5 trillion projected by 2025) gets cited often, including in policy documents. Use carefully: the figure is a projection rather than a measurement, and the methodology is summary-level. Useful for industry context when treated as such.

cybersecurityventures.com

Email and attention

suggestions welcome

Know a paper that belongs here?

If a foundational paper is missing, or a recent report should join this index, send it our way. Email partners@rythm.xyz with the title, author, source, year, link, and a sentence on why it belongs. The founder reviews suggestions personally.

We add entries on rolling basis. We do not pay for placement. We link to the original publisher; we do not republish.

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