Making rule categories even more efficient and powerful

As we continue in our pursuit of optimizing both the speed and accuracy of our fraud-fighting solution, we’re pleased to announce the new CatBoost blackbox machine learning update.

As we continue in our pursuit of optimizing both the speed and accuracy of our fraud-fighting solution, we’re pleased to announce the new CatBoost blackbox machine learning update.As one of the best open-source, blackbox machine learning algorithms available today, Catboost revolutionizes blackbox AI by making highly accurate modeling accessible to everyone. Blackbox algorithms train themselves quickly, so expect to see even more efficiency and precision from us.Blackbox machine learning complements our whole scoring system. If activated you can use it alongside our rule-based fraud score and transparent whitebox machine learning. It gives you the best of both worlds of AI. Blazing speed and accuracy in detecting patterns with a blackbox model, and visibility into how decisions are made with the whitebox solution.You can use our blackbox scores on their own, or take their input into your Custom rules. Blackbox scores also don’t result in strictly Approve or Decline decisions. They give you nuances that can be taken into your decision-making.

If you’d like to use blackbox scoring, simply visit your Settings page to enable it. This blackbox model automatically becomes available for users with at least 1000 transactions where a minimum of 100 transactions are in the declined state. This update doesn’t interrupt your existing integration —you can continue using the same API version.<figure class="image CUSTOM_rounded CUSTOM_shadow CUSTOM_image-modal image_resized" style="width:47.61%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/blackbox_setup_b8ec94b561.png"></figure> Once activated, blackbox machine learning scores are layered into the scoring decision powered by the Scoring Engine. For visibility, you will see the probability returned by the algorithm, alongside a fraud score that is calculated based on your existing Default and Custom rules.With blackbox scoring activated, you can request blackbox scores as blackbox_score in the Fraud API’s config object using the response_fields parameter. See our documentation for our <a href="https://docs.seon.io/api-reference#fraud-api">Fraud API here</a>.It's also easy to create Custom rules that use blackbox scores as input. E.g. If blackbox score is greater than 70, change the transaction state to REVIEW. This gives you additional data points to make decisions with more confidence, plus the transparency to see how and why a specific score was reached.The Applied Rules widget on your dashboard will also display the blackbox score.The blackbox score of each transaction helps create statistics, reports, and modeling charts as another way to look at your data to spot trends.As the blackbox model trains itself periodically in the background and learns at speed, it doesn’t require any maintenance from your end.To refine accuracy even quicker, you can use our <a href="https://docs.seon.io/api-reference#label-api">Label API</a> to provide <a href="https://docs.seon.io/api-reference#step-3-feedback">feedback</a>. Or, login via the <a href="https://login.seon.io/">Admin Panel</a> to apply manual state changes (re-classification of APPROVE, REVIEW, DECLINE states). Both of these methods will help the algorithm learn and adapt to your business’s risk model.Make sure to contact our <a href="https://admin.seon.io/support/">Customer Success team</a> if you ever need any additional support. We are at hand to help you get the most performance, precision, and recall of our blackbox scoring.

Leveraging the blazing speed of blackbox machine learning while keeping decision making transparent

We rolled out an update to rule categories in SEON, giving you the ability to assign a unique score and state to actions or transactions based on the rule categories they trigger.

We rolled out an update to rule categories in SEON, giving you the ability to assign a unique score and state to actions or transactions based on the rule categories they trigger. By separating different use cases, it makes it easier and quicker to make decisions for each of those situations.

Rule category settingsYou can find the new category settings under your Scoring Engine in the Custom Rules tab. All you need to do is click the three dots next to the name of the category you want to edit.<figure class="image CUSTOM_rounded CUSTOM_shadow CUSTOM_image-modal image_resized" style="width:24.87%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/category_settings_de368f3d50.png"></figure>Set up score and category states&nbsp; We added two new options: category score and category states. We wrote a step-by-step guide on how to apply these new settings — <a href="https://docs.seon.io/knowledge-base/guides/set-up-custom-scoring-and-states-with-rule-categories">check it out</a>.<figure class="image CUSTOM_rounded CUSTOM_shadow CUSTOM_image-modal image_resized" style="width:68.68%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/category_score_category_state_d65adfb869.png"><figcaption>Setting category scores and category states</figcaption></figure>Bulk-edit rules From now on, you can add category-specific rule parameters, allowing you to apply conditions to every single rule in a category of your choice.<figure class="image image_resized CUSTOM_image-modal CUSTOM_shadow CUSTOM_rounded" style="width:68%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/advance_rule_categories_parameters_9a18b399d1.png"><figcaption>Category-specific rule parameters</figcaption></figure>&nbsp;

Introducing an improved Dashboard designed to intuitively show the important stats and data you need.

We love continuously optimizing to make fraud-fighting easier for all our customers, whether refining our algorithms or polishing features. Today we’re excited to launch an improved Dashboard designed to intuitively show the important stats and data you need.We’ve also updated the code under the hood so that everything runs and displays faster - supporting our plans for even bigger streamlined updates coming in the near future.You will see this new Dashboard upon logging in.<div class="raw-html-embed"><iframe width="100%" height="350" src="https://www.youtube.com/embed/hX7HVyN2e9g" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen=""></iframe></div>&nbsp;

<ul><li>Custom date selector with new filter options, which are also lockable.</li><li>New Map module.</li><li>New Transaction Labels widget.</li><li>Additional details and statistics for existing widgets.</li></ul>

We’ve added a new Applied Rules Statistics widget amongst the other widgets you might already be familiar with: Top Locations, Transactions, State Threshold, and Team Activity.<ul><li>Top Locations<ul><li>Now showing more than 5 locations with filtering options.</li><li>Hover over each country or state to view the number of transactions, and zoom in on the map.</li><li>Darker greens indicate areas with the most transactions.</li></ul></li><li>Transactions<ul><li>Quickly see the number and percentage of transactions in states of: APPROVE, REVIEW, DECLINE.</li><li>Compare this data with a historical data set to analyze the performance.</li><li>Use in-built filters to easily see key data you want within the widget.</li></ul></li><li>Transaction labels<ul><li>Quick filter to see the amount and total number of certain types of transactions you’ve labeled e.g. Chargebacks.</li></ul></li><li>State Threshold<ul><li>Now includes more filters including Transaction Count/Score and Average Transaction Amount/Score.</li><li>Easily see values of transactions within APPROVE, REVIEW, and DECLINE.</li></ul></li><li>Team Activity<ul><li>See the number of transactions processed by each team member.</li><li>Displays 5 recent activity logs - or go straight to Logs from here.</li></ul></li><li>Applied Rules Statistics<ul><li>Previously only found within the Scoring Engine section, this widget is now featured on your Dashboard.</li><li>Now you can easily see which are the most recurring rules, or e.g. which rule(s) caused the most declined transactions.</li><li>Toggle the columns in ascending/descending order based on:<ul><li>Number of times the rule has been triggered</li><li>Rule name</li><li>How many transactions was the rule applied to (%)</li><li>How many transactions were flagged for review (%) because of a specific rule</li><li>How many transactions were declined (%) because of a specific rule</li><li>The last date the specific rule was triggered</li></ul></li><li>Clicking on each rule depicts the data as a graph. This makes it easier for you to see when and how many times a rule was triggered and what states the transactions were placed in. It also gives you quick access to edit that rule.</li></ul></li></ul><a href="https://login.seon.io/">Log in now</a> to check out these new widgets and customize them to suit your preferences.We love hearing and building for our users. If you have any feedback on these enhancements or ideas for other interface improvements you’d like to see, make sure to drop our Customer Success team a note. &nbsp;

Introducing our new and improved Dashboard

We’ve increased our BIN API to support an extended range of up to max 8 digits, in preparation for next April’s BIN expansion to support the payments ecosystem.

We’ve increased our BIN API to support an extended range of up to max 8 digits, in preparation for next April’s BIN expansion to support the payments ecosystem.You can integrate our BIN Lookup as a standalone API. This gives you more flexibility to choose just the features you need to streamline your risk tech setup.Our BIN Lookup is also included in our <a href="https://chrome.google.com/webstore/detail/seon-intelligence/bikepkadinmcegcmajclcdknamijmfgo?hl=en">Chrome extension</a>. With just one click, you can easily look up an email, phone, IP, and card BIN. Alternatively, use our user-friendly <a href="https://admin.seon.io/manual/#manual-input">Admin Panel</a> to manually check specific Card BINs.<figure class="image CUSTOM_image-modal CUSTOM_shadow CUSTOM_rounded image_resized" style="width:77.02%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/card_bin_lookup_cf8c90c4e7.png"><figcaption>Card BIN lookup from the Admin Panel</figcaption></figure>Check out our <a href="https://docs.seon.io/api-reference#bin-api">BIN API reference</a> for more details.<customtextblock class="custom_note" props="variant=note">8 digit BIN numbers will be issued after April 2022. Currently, the BIN database does not contain 8 digit BINs but we are able to process them.</customtextblock>

BIN API now supports 8 digits

At SEON, we’re all about making it easy to fight fraud. Our recent update introduces Custom Lists as another way to help you detect fraud before it happens. Custom Lists is a convenient way to create your watchlists for certain transactions and interactions - without having to create rules with parameters.

At SEON, we’re all about making it easy to fight fraud. Our recent update introduces <a href="https://admin.seon.io/lists/">Custom Lists</a> as another way to help you detect fraud before it happens. Custom Lists is a convenient way to create your watchlists for certain transactions and interactions - without having to create rules with layers of parameters.Custom lists don’t necessarily whitelist or blacklist records but allow you to monitor accounts, transactions, or users.For example:<ul><li>If you’ve noticed a sudden spike in suspicious behavior from a certain country, you can create a custom list that monitors IPs from that specific geographic location</li><li>Or perhaps, you have 10 rules tracking a set of 5 usernames, and you would like to add an additional 3 usernames to those rules. Updating all 10 rules individually to include 3 usernames would be a hassle. With Custom Lists, you can simply add these 3 new usernames to a single Custom List, and any rules that reference this Custom List will immediately inherit its watchlist</li></ul>Custom Lists is an easy way to automatically monitor and assess an assumption without reviewing each transaction manually. Once you validate your watchlist, you can create your own <a href="https://admin.seon.io/scoring-engine/custom-rules/">Custom Rules</a> and assign risk scores to such interactions.Find out more on how to <a href="https://docs.seon.io/knowledge-base/user-manuals/lists-and-flagging#custom-lists">set up your Custom Lists here</a>.Currently, blacklists, whitelists, and Custom Lists are mutually exclusive. We are working on expanding this feature so expect an enhancement to be released in the near future.Explore <a href="https://admin.seon.io/lists/">Custom Lists</a> now from your <a href="https://login.seon.io/">Admin Panel</a> and do reach out to one of our fraud experts if you would like any tips to make the most of this new feature.<figure class="image CUSTOM_rounded CUSTOM_shadow CUSTOM_image-modal"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/custom_lists_f8064a3d76.png"></figure>

Custom Lists

We’re excited to launch a new update to our Device Fingerprinting module. This update to our JavaScript Agent v4 scores suspicious settings on desktop and mobile devices. This scoring is based on the common combination of specific characteristics our data science team has discovered with fraud and bot attempts. 

We’re excited to launch a new update to our Device Fingerprinting module that profiles suspicious devices with an even more detailed risk scoring algorithm.This update to our JavaScript Agent v4 scores suspicious settings on desktop and mobile devices. This scoring is based on the common combination of specific characteristics our data science team has discovered with fraud and bot attempts.Some of the device characteristics we assign varying levels of risk score include:<ul><li>Browsers specifically designed to get around many existing fraud solutions such as Indigo, Kameleo, Sphere, CyDec, Linken Sphere, Multilogin, GoLogin, AntBrowser, Accovod, ClonBrowser, Ghost Browser, Stealthfox, and XLogin:</li></ul><figure class="image image_resized" style="width:66.24%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/Frame_11_3de95c5d30.png"><figcaption>Browsers specifically designed to get around many existing fraud solutions</figcaption></figure><ul><li>Privacy browsers such as Tor and Brave:</li></ul><figure class="image image_resized" style="width:30.85%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/Frame_14_ddb652edb5.png"><figcaption>Privacy browsers</figcaption></figure><ul><li>Browser spoofing</li><li>Browser version age</li><li>Rare browser environments</li><li>Browser anti-fingerprinting extensions such as AdBlock Plus, AdBlocker Ultimate, AudioContext Fingerprint Defender, Canvas Blocker, Canvas Fingerprint Defender, CyDec Platform Anti-Fingerprinting, Disconnect, DuckDuckGo Privacy Essentials, Fingerprint Spoofing, Ghostery, Font Fingerprint Defender, Privacy Badger, Script Safe, WebGL Fingerprint Defender, DOM blockers: &nbsp;</li></ul><figure class="image CUSTOM_rounded CUSTOM_shadow CUSTOM_image-modal image_resized" style="width:66.31%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/supported_extensions_015fd03562.png"></figure><ul><li>Unpopular screen resolutions</li><li>Common combinations of bots, automation or testing tools such as Selenium, Headless Chrome, Headless Firefox, PhantomJS</li><li>VM environments such as VMware and VirtualBox</li></ul><figure class="image image_resized" style="width:32.72%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/Frame_15_1_545777f7ed.png"><figcaption>VM environments</figcaption></figure><ul><li>Combination of suspicious browser profiles:<ul><li>The riskiness of the browser</li><li>Device, font, WebGL or canvas hashes</li><li>Number of audio inputs and outputs plus video inputs in the browser</li></ul></li></ul>Associating specific and higher scoring levels for unusual setups allow you to detect fraudsters and unnoticeable large scale attempts by bots. You also have the flexibility and control to fine-tune this risk scoring.This update is rolled out as part of your default rules. As with all our rules and risk scoring decisions, we share them openly with you in your Admin Panel so you can see and learn how the risk scores are assigned. You will be able to see how the scoring decision is made and have the flexibility to customise the settings.Visit our <a href="https://docs.seon.io/knowledge-base/user-manuals/scoring-engine-and-rules#rule-actions">Knowledge Base</a> if you would like to learn how to configure the default rule settings. Or go straight to your <a href="https://admin.seon.io/scoring-engine/default-rules/">Admin Panel</a> to start using them.

Enhanced Device Fingerprinting for even more accuracy

Announcing our Phone API 1.2 update that detects disposable, temporary phone numbers and identifies even more carriers and networks. Also releasing our IP API 1.1 update that tracks harmful IPs used for SSH brute force attacks, hacking attempts, malicious IPs, Postfix/IMAP scans, Telnet scans, and spam hosts.

Our <a href="https://docs.seon.io/api-reference#phone-api">Phone API 1.2</a> update introduces the ability to detect disposable, temporary phone numbers and identifies even more carriers and networks. We check sites like OnlineSIM and MyTrashMobile amongst many others that offer disposable numbers. Virtual numbers and temporary, disposable numbers are automatically assigned a higher risk score as they are usually used to circumvent verification steps. The ‘Disposable’ field is passed within the Phone API response. You will be able to create filters and <a href="https://admin.seon.io/scoring-engine/custom-rules/">Custom Rules</a> using this new data point.This update replaces carrier details from the last version so that you get better coverage and accuracy. We recommend updating to use Phone API 1.2 as soon as you can to ensure your rules and each lookup record is as accurate as possible.With the <a href="https://docs.seon.io/api-reference#ip-api">IP API 1.1</a> update, we track harmful IPs. We use honeypot systems and spam traps to cross-reference IPs that we know are used for SSH brute force attacks, hacking attempts, malicious IPs, Postfix/IMAP scans, Telnet scans, and spam hosts. Specific rules are used to avoid false positive detections of legitimate IPs. This ‘Harmful IP’ field is added to the IP API response and the <a href="https://admin.seon.io/">Admin Panel</a>. This helps you stop bad users immediately.Both the Phone API and IP API are also included in our <a href="https://docs.seon.io/api-reference#fraud-api">Fraud API</a>.Visit our <a href="https://docs.seon.io/knowledge-base/user-manuals/scoring-engine-and-rules#rule-actions">Knowledge Base</a> if you would like to learn how to configure these Default Rule settings. Or <a href="https://admin.seon.io/scoring-engine/default-rules/">login to your Admin Panel</a> to start seeing how they work.

Detecting disposable, temporary phone numbers & harmful IPs

We’ve rolled out a User Revenue widget to let iGaming customers quickly see a snapshot of how much a user has deposited and withdrawn within the past year. 

We’ve rolled out a <a href="https://docs.seon.io/knowledge-base/user-manuals/transaction-details#user-revenue-widget">User Revenue widget</a> to let iGaming customers quickly see a snapshot of how much a user has deposited and withdrawn within the past year. Fraudsters usually have high revenue with low deposits as they abuse bonuses and loopholes.You will be able to:<ul><li>Choose the time frames you want to view within the past year</li><li>See the Brands where the revenue was earned</li><li>See the total bonus or deposit rate for the user</li></ul>You’ll find this new widget in the Transaction details page when you next <a href="https://login.seon.io/">log in</a>.<figure class="image image_resized CUSTOM_rounded CUSTOM_shadow CUSTOM_image-modal" style="width:51.96%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/user_revenue_a6676d8d86.png"><figcaption>iGaming User Revenue Widget</figcaption></figure>

iGaming widget to easily see User Revenue

SEON is pleased to introduce a range of new social platforms for the phone and email API-based solution, the SEON Intelligence Tool.

In response to the needs of customers, the update will further enable businesses to understand their customers and flag fraudsters through data enrichment.&nbsp;

The <a href="/api-reference#email-api">Email API v2.1</a> update incorporates new major platforms including:<figure class="table"><table><tbody><tr><td style="vertical-align:top;width:200px;"><ul><li>Airbnb</li><li>Amazon</li><li>Booking.com</li><li>Qzone</li></ul></td><td style="vertical-align:top;"><ul><li>Discord</li><li>Kakao</li><li>Ok.ru</li></ul></td></tr></tbody></table></figure><a href="/api-reference#email-api">Email API v2.1 full documentation</a>&nbsp;

The <a href="/api-reference#phone-api">Phone API v1.1</a> adds eight new platforms as well as additional data points for both Viber (user name) and WhatsApp (user about section). The new platforms are:<figure class="table"><table><tbody><tr><td style="vertical-align:top;width:200px;"><ul><li>Zalo</li><li>Line</li><li>Kakao</li><li>Microsoft</li></ul></td><td style="vertical-align:top;"><ul><li>Ok.ru</li><li>Skype</li><li>Snapchat</li></ul></td></tr></tbody></table></figure><a href="/api-reference#phone-api">Phone API v1.1 full documentation</a>&nbsp;The addition of market-leading communication apps Zalo and Line is expected to further support the decision-making of our partners in Asia.Furthermore, as the travel industry begins its post-covid recovery, adding both Booking.com and Airbnb to the Intelligence Tool’s arsenal will act as an insightful data point.&nbsp;Continued improvements to the product help broaden the horizon of our checks, provide more useful data and overall establish a clearer understanding of users.&nbsp;<customtextblock class="custom_note" style="margin-left:auto;" props="variant=note">This follows the announcement of a new <a href="https://seon.io/try-for-free/">14-day free trial</a> available to all businesses fighting fraud; the solution is accessible as a Chrome extension or API.</customtextblock>The self-service Intelligence Tool enriches data from over 35+ social media sites (including user avatar, bio and profile info) to produce a holistic customer profile.A risk score is then assigned to the user, in real-time, using metrics such as address maturity, string analysis, and data breach lookup to generate the score.<a href="https://seon.io/try-for-free">Try for free for 14 days</a>

Email & phone API update: Major social platforms now supported

Ability to exclude users from rules based on User ID, Email address, Card hash, and IP address. Case-insensitivity support added to the Compare and Data match parameters.

We are happy to announce that the ability to exclude users from rules are in production now. The exclusion can be based on the User ID, Email address, Card hash or the IP address.&nbsp;<h4>Excluding from the Transaction details page:</h4><figure class="table"><table><tbody><tr><td style="vertical-align:top;"><h3>1.</h3></td><td style="vertical-align:top;"><figure class="image CUSTOM_icon image_resized image-style-align-left" style="width:6%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/exclude_icon_36d6ea998a.png"></figure>Use this icon to exclude a user from a certain rule.<figure class="image CUSTOM_rounded CUSTOM_shadow CUSTOM_image-modal image_resized image-style-align-left" style="width:100%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/exclude_applied_rules_eda12f90f4.png"></figure></td></tr><tr><td style="vertical-align:top;"><h3>2.</h3></td><td style="vertical-align:top;">Set up the exclusion details in the popup:<figure class="image CUSTOM_image-modal CUSTOM_rounded image_resized image-style-align-left" style="width:100%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/exclude_popup_2cf4c1b8f9.png"></figure></td></tr><tr><td style="vertical-align:top;"><h3>3.</h3></td><td style="vertical-align:top;">We list the rules that the user is excluded from, in the following widget:<figure class="image CUSTOM_rounded CUSTOM_shadow CUSTOM_image-modal image_resized image-style-align-left" style="width:100%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/exclude_widget_e7e1b3ce5a.png"></figure></td></tr><tr><td style="vertical-align:top;">&nbsp;</td><td style="vertical-align:top;"><figure class="image CUSTOM_icon image_resized image-style-align-left" style="width:5.9%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/reverse_icon_cbf91b87ed.png"></figure>Use this icon to reverse the exclusion.</td></tr></tbody></table></figure>&nbsp;<h4>Excluding from the Scoring Engine:</h4><figure class="table"><table><tbody><tr><td style="vertical-align:top;"><h3>1.</h3></td><td style="vertical-align:top;">When editing a rule, click ‘Open list’ button below the parameter editor.<figure class="image CUSTOM_rounded CUSTOM_shadow CUSTOM_image-modal"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/exclude_editor_4270c177e7.png"></figure></td></tr><tr><td style="vertical-align:top;"><h3>2.</h3></td><td style="vertical-align:top;">You can manage every excluded data point in this list. Input new values by clicking 'Load' then the 'Exclude from rule' button.<figure class="image CUSTOM_rounded CUSTOM_shadow CUSTOM_image-modal"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/exclude_add_new_66143da891.png"></figure></td></tr></tbody></table></figure>&nbsp;&nbsp;

We added case-insensitivity to the Compare and the Data match rule parameter types. Open the additional settings and select 'Yes' if you would like uppercase and lowercase letters to be treated as equivalent in the comparison.&nbsp;<figure class="image CUSTOM_rounded CUSTOM_shadow CUSTOM_image-modal image_resized" style="width:85.79%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/letter_case_6b9eef1533.png"></figure>

User exclusion and case-insensitivity support added to our rules

With our new velocity, Compare, and Data match features you can spot more complex fraudulent patterns. 

<ul><li>If condition option added for all aggregates in Velocity rules.</li></ul><figure class="image CUSTOM_image-modal CUSTOM_rounded CUSTOM_shadow image_resized" style="width:60.19%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/if_conditions_c2af90f3af.png"></figure><ul><li>The applied rules field was added to Velocity conditions.</li></ul><figure class="image CUSTOM_image-modal CUSTOM_rounded CUSTOM_shadow image_resized" style="width:60.27%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/applied_rules_965517ed95.png"></figure><ul><li>Email score, IP score, Phone score added to Velocity rule Present field and Past field options.</li></ul><figure class="image CUSTOM_image-modal CUSTOM_rounded CUSTOM_shadow image_resized" style="width:60.32%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/scores_9486f364e8.png"></figure><ul><li>Compare to current value and compare to historical value options added for Velocity conditions.</li></ul><figure class="image CUSTOM_image-modal CUSTOM_rounded CUSTOM_shadow image_resized" style="width:59.52%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/historical_condition_027ea2b904.png"></figure><ul><li>Advanced time frame option added to Velocity rules to calculate on past time frames. Use this setting to make the calculation on the historical time frame.</li></ul><figure class="image CUSTOM_image-modal CUSTOM_rounded CUSTOM_shadow image_resized" style="width:59.6%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/advanced_time_frame_fbdb6a83cf.png"></figure><ul><li>Comparison of two timeframes added to Velocity rules.</li></ul><figure class="image CUSTOM_image-modal CUSTOM_rounded CUSTOM_shadow image_resized" style="width:59.31%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/second_time_frame_f408d4810c.png"></figure>&nbsp;

<ul><li>Phone score added to Compare rules.</li></ul><figure class="image CUSTOM_rounded CUSTOM_shadow CUSTOM_image-modal image_resized" style="width:60.19%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/phone_score_41fc9c3bef.png"></figure><ul><li>Phone country, Item store country, Merchant country, Receiver full name, Item custom fields added to Data match rules.</li></ul><figure class="image CUSTOM_rounded CUSTOM_shadow CUSTOM_image-modal image_resized" style="width:60.78%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/data_match_fields_51cb44fd4b.png"></figure>

Recognise fraudulent behaviour patterns with our new scoring engine features

Introducing enforced two-factor authentication (2FA), single sign-on (SSO) support, and IP restriction for our APIs.


Make sure all team members are using two-factor authentication, by enforcing the feature under Settings.<figure class="image CUSTOM_rounded CUSTOM_shadow CUSTOM_image-modal image_resized" style="width:82.48%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/Kepernyofoto_2021_05_05_du_4_58_52_7a049873be.png"></figure>&nbsp;

We added SSO support for our admin panel. Go to <a href="https://admin.seon.io/settings/">Settings</a> and setup the new authentication method to enable your team to securely authenticate with their current application credentials.&nbsp;

Restrict your API calls to certain IP addresses by listing them here. Turn on the restriction and add your fixed IP addresses with the plus icon.&nbsp;<figure class="image CUSTOM_rounded CUSTOM_shadow CUSTOM_image-modal image_resized" style="width:82.95%;"><img src="https://seon-website-assets.s3.eu-west-1.amazonaws.com/seon-docs/Kepernyofoto_2021_05_05_du_5_05_33_6a93295879.png"></figure>

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