The Darwinium team is excited to sponsor Wespay's 2025 Fraud Symposium today! The event is hybrid, with the option to attend either in person in Universal City, CA, or virtually. If you'd like to register for the virtual agenda, see the link in the comments. Paul Cloutier and Alex F. will be delivering a #scams masterclass at 11:05 titled "How to Break the Scams Spell" looking at new product innovations that can help identify potential scam behavior before a customer makes a payment. If you'd like to learn more, drop us a line, or visit our website. #WespayFraudSymposium2025 #Wespay Menekse Gencer, Alisdair Faulkner, Peng Leong, Jim Seymour, James Graham, Rebekah Moody, Jody Freedman, CMP, Natalie Lewkowicz, Tyler M. Early
关于我们
Darwinium is built for security and fraud leaders to better protect end user accounts without compromising online experience or privacy. Digital account security remains an unsolved problem. Businesses are currently relying on legacy solutions that were built to protect high-risk touchpoints - such as onboarding or login - but are repeatedly breached by fraudsters targeting new vulnerabilities in the customer journey. The speed and efficacy of attacks have increased, facilitated by AI tooling and human click farms. Businesses are restricted by siloed systems, multiple disparate solutions, and privacy constraints that fraudsters bypass. Darwinium is a cyberfraud prevention platform that unites digital security with fraud prevention to detect intent online. It provides complete visibility of user behavior across every digital touchpoint, giving businesses the agility and control to protect end user accounts from fraud, scams and abuse. Real-time analytics are combined with the ability to decision and act on intelligence immediately. One Darwinium customer protected 20 individual touchpoints, across 8 user journeys, in just 1 month, removing reliance on engineering resource to deploy new solutions. The entire ecosystem is designed to maintain the privacy and security of end users, only ever using a truly anonymized version of encrypted data. This same data has been used to build proprietary “digital signatures”: a unique way to better recognize returning users based on their previous behaviors. This approach removes the reliance on fixed pieces of information relating to devices or identities which introduce high levels of friction and false positives. Another Darwinium customer increased returning user recognition to 99.95% using Darwinium’s digital signatures. Prior to Darwinium, the co-founding team co-founded, built and scaled ThreatMetrix, the Digital Identity Company, that sold to LexisNexis Risk Solutions in 2018.
- 网站
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https://www.darwinium.com
Darwinium的外部链接
- 所属行业
- 软件开发
- 规模
- 11-50 人
- 总部
- San Francisco
- 类型
- 私人持股
- 领域
- Fraud、Security、Customer Experience、Bot Detection、Credential Stuffing、Account Takeover、Scams、Machine Learning、AI、Privacy Enhancing Tecnhologies、AWS和Kubernetes
地点
Darwinium员工
动态
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See how our field-level behavioral biometrics are adding additional context to detecting bot behaviors.
#AI tools are making automated bots cleverer than they were in the past. Bot controllers are hiding their device fingerprints, cycling IP addresses, and adjusting rate controls to slip beneath the radar of traditional controls. We've seen first-hand that request-level decisions need to be enhanced with behavioral intelligence to detect this new breed of automated attacks. At Darwinium, we have extended the capability of our #behavioralbiometrics to profile and consider typing interactions on a field-by-field basis. This approach can check for interactions that are too regular, fast or unnatural. These subtle behavioral nuances can augment decision around categorizing bots with genuine or malicious intent. This approach detected a credential automation rate that varied between 12-25% for one of our customers, alerting them to new #credentialstuffing behaviors. In addition, deploying credential automation detection at the perimeter edge can give the following benefits: ?? ?? Both traditional webpages (account creation and login pages) as well as API endpoints are protected: - This means that whatever the bot is trying to do – whether overt (credential testing on a login page) or covert (targeting an exposed API endpoint in a payment flow) is reduced. ?? A more streamlined experience for good users: - Bot activity and credential testing is removed from core infrastructure, meaning genuine customers can interact in the way you want them to. ?? Cost saving: - Blocking automated traffic before it impacts login or payment flows means businesses can avoid a more costly process of executing further downstream. - Reduction in additional authentication checks such as IAM / OTP downstream. If you would like to see a demo of our bot intelligence capabilities in action, drop me a line, or head to the contact page on our website. Ben Davey, Caleb Moore, Colin Goldie, Ananth Gundabattula , Ph.D, Pankaj Sharma, PhD, Andrew Feutrill, Michael Brooks, Rebekah Moody, Paul Cloutier, Ed Whitehead, Alex F., Tyler M. Early, James Graham, Jim Seymour
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Darwinium转发了
What a week at #MRCVegas with the MRC | Merchant Risk Council. We had a fantastic panel session on #ATO with standing room only - testament to the challenge merchants are facing with securing customer accounts from evolving account takeover threats. Our awesome panellists Jon F., Dan Sheehan, and Megan Doxtator took us on a journey through their latest threat vectors, attack patterns, mitigation strategies that are working, and those that aren't. Some key takeaways included: ??It's not enough to separate human and automated traffic. You have to separate your outliers from your liars (great phrase Megan Doxtator), by understanding how users behave across the customer journey. ?? While deepfakes make headlines, the real risk is via AI-facilitated automated abuse tools that are bypassing existing controls. ?? Detection should include upstream and downstream behavioral detection that looks beyond the login page. ?? Mitigation strategies can be anywhere in an application’s lifecycle, e.g. payment, upgrade, change of details. ?? Use real-time alerts and mitigation strategies for unusual purchase patterns: risk-based authentication reduces friction for good users; reserve MFA / step-up for high-risk actions. It's been an awesome week of learning, connecting and listening to the evolving challenges of customers and prospects as they navigate the complex world of fraud and risk. Can't wait for #MRCBarcelona to carry on the conversations! Alisdair Faulkner, Ben Davey, Caleb Moore, Alex F., Tyler M. Early, Paul Cloutier, James Graham, Jim Seymour, Rebekah Moody, Jody Freedman, CMP, Natalie Lewkowicz, Ed Whitehead
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What a week at #MRCVegas with the MRC | Merchant Risk Council. We had a fantastic panel session on #ATO with standing room only - testament to the challenge merchants are facing with securing customer accounts from evolving account takeover threats. Our awesome panellists Jon F., Dan Sheehan, and Megan Doxtator took us on a journey through their latest threat vectors, attack patterns, mitigation strategies that are working, and those that aren't. Some key takeaways included: ??It's not enough to separate human and automated traffic. You have to separate your outliers from your liars (great phrase Megan Doxtator), by understanding how users behave across the customer journey. ?? While deepfakes make headlines, the real risk is via AI-facilitated automated abuse tools that are bypassing existing controls. ?? Detection should include upstream and downstream behavioral detection that looks beyond the login page. ?? Mitigation strategies can be anywhere in an application’s lifecycle, e.g. payment, upgrade, change of details. ?? Use real-time alerts and mitigation strategies for unusual purchase patterns: risk-based authentication reduces friction for good users; reserve MFA / step-up for high-risk actions. It's been an awesome week of learning, connecting and listening to the evolving challenges of customers and prospects as they navigate the complex world of fraud and risk. Can't wait for #MRCBarcelona to carry on the conversations! Alisdair Faulkner, Ben Davey, Caleb Moore, Alex F., Tyler M. Early, Paul Cloutier, James Graham, Jim Seymour, Rebekah Moody, Jody Freedman, CMP, Natalie Lewkowicz, Ed Whitehead
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MRC | Merchant Risk Council Vegas conference is nearly here and the Darwinium team is excited for an action-packed week of learning, networking and connecting with industry peers old and new. On Tuesday at 1:45pm, Rebekah Moody will be moderating a panel of industry leaders Jon F., Nikolaus Brauer and Dan Sheehan to discuss the new challenges of managing account takeover risk. Alisdair Faulkner, Paul Cloutier, James Graham, Jim Seymour, Alex F. and Tyler M. Early will all be available to discuss exciting new product innovations that Darwinium has brought to market over the last year, including: ?? How to recognize the latest AI attacks using journey-level visibility of online behavior. ??How behavioral fingerprinting can separate trusted and risky users in a way that traditional device and digital identity solutions can't. ??Why the perimeter edge represents a new home for account security and fraud prevention. We can't wait to see you there. Drop us a line if you would like to book a meeting. Otherwise, we have a juice bar available on the Darwinium Booth (#226) on Tuesday and Wednesday morning - a perfect pick-me-up after all the networking events! Ben Davey Caleb Moore Jody Freedman, CMP Peng Leong Natalie Lewkowicz Roderick Austin Michael Brooks
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The Darwinium team had a great time at Fraud Leaders' Summit in London. It's always a fantastic blend of content and networking sessions Rebekah Moody and Ed Whitehead enjoyed catching up with industry friends, partners and peers. Some key highlights for us were: ??The scourge of scams still looms large for UK financial institutions, with low value high volume purchase scams particularly difficult to detect and mitigate. Banks are looking for new ways to identify unusual user behaviour that can indicate a scam payment, with additional options such as pauses in payments, additional beneficiary context and dynamic tailored messaging being implemented. ??"Traditional" fraud typologies are being bolstered by advanced social engineering tactics learnt from APP fraud. #2FA protocols are not a silver bullet for #ATO fraud because fraudsters are socially engineering customers to divulge OTPs and other login credentials. Understanding trusted user behaviour is more critical than ever. ??Open and extensible access to data—across the customer journey and for use in rules and models—is essential. Simply generating black-box scores is no longer enough; businesses need visibility into the data behind user behaviours to make informed risk decisions. #fraudprevention #scamdetection Alisdair Faulkner Ben Davey Caleb Moore Ananth Gundabattula , Ph.D Colin Goldie Paul Cloutier Alex F. Tyler M. Early James Graham Jim Seymour Natalie Lewkowicz Michael Brooks Hassan V. Stephen Purvis
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How can financial institutions uncover new money mule networks using Darwinium's Digital Signatures? Darwinium?was able to identify a money mule network at a digital bank, by linking a known mule account with other accounts via device, location and behavioral fingerprinting. This mule network was then expanded by matching unusual behaviors based on similarity.?Darwinium?Digital Signatures allow businesses to tune recognition rates based on context - from faint suspicion to absolute certainty - helping to uncover linked behaviors that other solutions can miss. Sets of granular forensic data, like device, swipe and keyboard interactions, and session behaviors, are condensed into a corresponding signature for easy similarity comparison. Darwinium’s?labelling capability then tagged the IP addresses, devices and other attributes associated with this mule behavior to prevent them coming back with new accounts on the same network. If you’d like to see how?Darwinium’s?Digital Signatures work, drop us a line and we’ll show you a demo. #muledetection #fraudprevention #accountsecurity Alisdair Faulkner Ben Davey Michael Brooks Andrew Feutrill Ed Whitehead Alex F. Tyler M. Early Paul Cloutier Rebekah Moody Natalie Lewkowicz James Graham Jim Seymour Caleb Moore Ananth Gundabattula , Ph.D Colin Goldie
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Darwinium转发了
That’s a wrap on MRC Connects London 2025! ?? A huge thank you to our sponsors, IPQS and Darwinium for making this event possible, and to our incredible panelists Rebekah Moody (Darwinium), Lizzie Clitheroe (IPQS), Cicely Robinson (Spotify), and Eleanor Shipway )Sainsbury’s) for sharing their expertise on account security and fraud intelligence—moderated by our own úna Dillon (MRC). We loved seeing so many great conversations and connections happening! Thanks to everyone who joined us—stay tuned for more MRC Connects events coming soon. #MRCConnects #FraudPrevention #Payments #Networking
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Darwinium转发了
?? Last Chance to Join Us at MRC Connects London 2025! ?? Don’t miss out on an evening filled with expert insights and valuable networking at The Balcony Room at The Swan, boasting breathtaking views of the Thames and the iconic South Bank. Join global industry leaders Rebekah Moody (Darwinium), Lizzie Clitheroe (IPQS), Cicely Robinson (Spotify) and Eleanor Shipway (Sainsbury's) as they dive deep into the complexities of account security in the ever-changing fraud landscape. You’ll walk away with actionable insights on innovative fraud intelligence, identity strategies, and deployment solutions—moderated by úna Dillon (MRC | Merchant Risk Council. Event Details: ?? Date: 25 February 2025 ? Time: 18:00–21:00 ?? Registration: FREE (Registration required) ?? Location: The Balcony Room at the Swan, 21 New Globe Walk, London, SE1 9DT ??? Register today: https://lnkd.in/gnfJQZqq #MRCConnectsLondon #PaymentsandFraud #London #FraudPrevention #PaymentPro #Networking #Connect #Security
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Come and join us for MRC | Merchant Risk Council Connects event in London next Tuesday, 6-9pm, sponsored by Darwinium and IPQS. It's free to register and is always a great opportunity to catch up with industry colleagues and friends, over a relaxed panel discussion about #accountsecurity and a few drinks and snacks. We'd love to have you! Link to the registration is in the comments. úna Dillon Lizzie Clitheroe Ed Whitehead Natalie Lewkowicz Rebekah Moody Hassan V. Stephen Purvis Alisdair Faulkner Ben Davey Caleb Moore
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