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The data… TCP Scans Project So… "" Rapid7 Labs research@rap…## 3 sonar… HTTP… Responses… Ths data… HTTP GET … Project So… "" Rapid7 Labs research@rap…## 4 sonar… Nati… Open port… The data… National … Project So… "" Rapid7 Labs research@rap…## 5 sonar… Forw… DNS 'ANY'… This dat… Forward D… Project So… "" Rapid7 Labs research@rap…## 6 sonar… Crit… The Criti… The curr… Global Vu… RSA Securi… "" Rapid7 Labs research@rap…## 7 sonar… UDP … UDP scan … The data… UDP Scans Project So… "" Rapid7 Labs research@rap…## 8 sonar… HTTP… Responses… This stu… HTTPS GET… Project So… "" Rapid7 Labs research@rap…## 9 sonar… Reve… DNS IPv4 … This dat… Reverse D… Project So… "" Rapid7 Labs research@rap…## 10 sonar… Forw… DNS 'ANY'… This dat… Forward D… Project So… "" Rapid7 Labs research@rap…## 11 sonar… Reve… DNS IPv4 … This dat… Reverse D… Project So… "" Rapid7 Labs research@rap…## 12 heise… Rapi… Rapid7 He… This is … Rapid7 He… Rapid7 Hei… "" Rapid7 Labs research@rap…## 13 sonar… More… X.509 cer… The data… Project S… Project So… "" Rapid7 Labs research@rap…## # … with 5 more variables: organization_name , organization_website , created_at , updated_at ,## # sonarfile_set "sonar.ssl", "sonar.tcp", "sonar.http", "sonar.national_exposure", "sonar.fdns_v2", "son…## $ name "SSL Certificates", "TCP Scans", "HTTP GET Responses", "National Exposure Scans", "Forwa…## $ short_desc "X.509 certificate metadata observed when communicating with HTTPS endpoints", "SYN scan…## $ long_desc "The dataset contains a collection of metadata related to the net new X.509 certificates…## $ study_url " " $ study_name "Project Sonar: IPv4 SSL Certificates", "TCP Scans", "HTTP GET Responses", "National Exp…## $ study_venue "Project Sonar", "Project Sonar", "Project Sonar", "Project Sonar", "Project Sonar", "RS…## $ study_bibtext "", "", "", "", "", "", "", "", "", "", "", "", ""## $ contact_name "Rapid7 Labs", "Rapid7 Labs", "Rapid7 Labs", "Rapid7 Labs", "Rapid7 Labs", "Rapid7 Labs"…## $ contact_email "[email protected]", "[email protected]", "[email protected]", "[email protected]…## $ organization_name "Rapid7", "Rapid7", "Rapid7", "Rapid7", "Rapid7", "Rapid7", "Rapid7", "Rapid7", "Rapid7"…## $ organization_website " " " " $ created_at "2018-06-07", "2018-06-20", "2018-06-19", "2018-06-12", "2018-06-20", "2018-05-15", "201…## $ updated_at "2019-01-17", "2019-01-17", "2019-01-17", "2018-08-06", "2019-01-14", "2013-04-01", "201…## $ sonarfile_set [## Observations: 13## Variables:

15## $ uniqid "sonar.ssl", "sonar.tcp", "sonar.http", "sonar.national_exposure", "sonar.fdns_v2", "son…## $ name "SSL Certificates", "TCP Scans", "HTTP GET Responses", "National Exposure Scans", "Forwa…## $ short_desc "X.509 certificate metadata observed when communicating with HTTPS endpoints", "SYN scan…## $ long_desc "The dataset contains a collection of metadata related to the net new X.509 certificates…## $ study_url " " $ study_name "Project Sonar: IPv4 SSL Certificates", "TCP Scans", "HTTP GET Responses", "National Exp…## $ study_venue "Project Sonar", "Project Sonar", "Project Sonar", "Project Sonar", "Project Sonar", "RS…## $ study_bibtext "", "", "", "", "", "", "", "", "", "", "", "", ""## $ contact_name "Rapid7 Labs", "Rapid7 Labs", "Rapid7 Labs", "Rapid7 Labs", "Rapid7 Labs", "Rapid7 Labs"…## $ contact_email "[email protected]", "[email protected]", "[email protected]", "[email protected]…## $ organization_name "Rapid7", "Rapid7", "Rapid7", "Rapid7", "Rapid7", "Rapid7", "Rapid7", "Rapid7", "Rapid7"…## $ organization_website " " " " $ created_at "2018-06-07", "2018-06-20", "2018-06-19", "2018-06-12", "2018-06-20", "2018-05-15", "201…## $ updated_at "2019-01-17", "2019-01-17", "2019-01-17", "2018-08-06", "2019-01-14", "2013-04-01", "201…## $ sonarfile_set [ "sonar.national_exposure"## $ name "National Exposure Scans"## $ short_desc "Open port results for Rapid7's National Exposure reports"## $ long_desc "The dataset represents the raw data collected that was used in the production of Rapid7…## $ study_url " $ study_name "National Exposure Scans"## $ study_venue "Project Sonar"## $ study_bibtext ""## $ contact_name "Rapid7 Labs"## $ contact_email "[email protected]"## $ organization_name "Rapid7"## $ organization_website " $ created_at "2018-06-12"## $ updated_at "2018-08-06"## $ fileset [## Observations: 1## Variables: 15## $ uniqid "sonar.national_exposure"## $ name "National Exposure Scans"## $ short_desc "Open port results for Rapid7's National Exposure reports"## $ long_desc "The dataset represents the raw data collected that was used in the production of Rapid7…## $ study_url " $ study_name "National Exposure Scans"## $ study_venue "Project Sonar"## $ study_bibtext ""## $ contact_name "Rapid7 Labs"## $ contact_email "[email protected]"## $ organization_name "Rapid7"## $ organization_website " $ created_at "2018-06-12"## $ updated_at "2018-08-06"## $ fileset [ "2018-06-15-1529049662-fdns_aaaa.json.gz"## $ fingerprint "9056f555bed59640ee5ffeadbeac8175e5873712"## $ size 570536141## $ updated_at "2018-06-17"">## Observations: 1## Variables: 4## $ name "2018-06-15-1529049662-fdns_aaaa.json.gz"## $ fingerprint "9056f555bed59640ee5ffeadbeac8175e5873712"## $ size 570536141## $ updated_at "2018-06-17"Please note that the ‘ropendata’ project is released with a ContributorCode of Conduct. By contributing to this project,you agree to abide by its terms.

Perform a secure boot review process to ensure that public key encryption and upgrade functionality is secure.Incident ResponseAfter an attack, getting information from anything more than device logs can be a non-trivial task. Rapid7’s hardware teams can assist in pulling information directly from a product. This service is focused mainly on criminal cases and law enforcement; often, IoT devices have tracking and recording capabilities not publicly exposed. Our incident response team can determine what information is available for use in an investigation.Transportation SecurityPlanes, trains, and automobiles – or any things that move – often have complex security requirements. And while many security companies simply add encryption or an IDS solution, this just increases overhead and costs without addressing the real problem. Rapid7 goes beyond understanding CAN, LIN, FlexRay, and other network protocols to provide assessments and recommendations that won’t affect your product's performance, but will solve your specific needs and concerns.Read our Transportation IoT Services Brief Talking IoT at Rapid7 Internet of Things: The Relationship Between IoT and Security Deral Heiland, IoT research lead at Rapid7, discusses how the Internet of Things is becoming part of everyday life, and how monitoring its exposure directly on to the internet is critical for security. Deral Heiland Research Lead, IoT, Rapid7 Deral Heiland, CISSP, has over 20 years of experience in Information Technology, and has held multiple positions including: Senior Network Analyst, Network Administrator, Database Manager, Financial Systems Manager and Senior Information Security Analyst. Over the last 8+ years Heiland’s career has focused on security research, security assessments, penetration testing, and consulting for corporations and government agencies. Heiland has conducted security research on numerous technical subjects, releasing white papers, security advisories, and presenting at numerous national and international security conferences including Blackhat, Defcon, Shmoocon, DerbyCon, Hackcon Norway, and Hack In Paris. Heiland’s commentary has appeared in several media outlets and publications including ABC World News, Bloomberg UTV, MIT Technical Review, MSNBC, SC Magazine, Threat Post and The Register. Info to Go: IoT Security Services Download our IoT Security Services brief to learn more about how Rapid7 can help you ​secure your vehicles, medical devices, and every last connected thing. Download Brief Spotlight On: Deral Heiland Get to know Deral Heiland, our IoT Research Lead, and find out why he's excited to explore (and tame) the wild west of technology. Read Now

‘Rapid7’ collects cybersecurity data and makes it available via their‘Open Data’ portal which has an ‘API’.Tools are provided to assist in querying for available data sets anddownloading any data set authorized to a registered account.You will need to request a free account on Open Data via and then navigate to the “OpenData API” link there to create both an organizational key and a userkey. You can only use user keys with the Open Data API and you willreceive error messages indicating so if you try to use an organizationalkey. ## 1 sonar… SSL … X.509 cer… The data… Project S… Project So… "" Rapid7 Labs research@rap…## 2 sonar… TCP … SYN scan … The data… TCP Scans Project So… "" Rapid7 Labs research@rap…## 3 sonar… HTTP… Responses… Ths data… HTTP GET … Project So… "" Rapid7 Labs research@rap…## 4 sonar… Nati… Open port… The data… National … Project So… "" Rapid7 Labs research@rap…## 5 sonar… Forw… DNS 'ANY'… This dat… Forward D… Project So… "" Rapid7 Labs research@rap…## 6 sonar… Crit… The Criti… The curr… Global Vu… RSA Securi… "" Rapid7 Labs research@rap…## 7 sonar… UDP … UDP scan … The data… UDP Scans Project So… "" Rapid7 Labs research@rap…## 8 sonar… HTTP… Responses… This stu… HTTPS GET… Project So… "" Rapid7 Labs research@rap…## 9 sonar… Reve… DNS IPv4 … This dat… Reverse D… Project So… "" Rapid7 Labs research@rap…## 10 sonar… Forw… DNS 'ANY'… This dat… Forward D… Project So… "" Rapid7 Labs research@rap…## 11 sonar… Reve… DNS IPv4 … This dat… Reverse D… Project So… "" Rapid7 Labs research@rap…## 12 heise… Rapi… Rapid7 He… This is … Rapid7 He… Rapid7 Hei… "" Rapid7 Labs research@rap…## 13 sonar… More… X.509 cer… The data… Project S… Project So… "" Rapid7 Labs research@rap…## # … with 5 more variables: organization_name , organization_website , created_at , updated_at ,## # sonarfile_set ">## # A tibble: 13 x 15## uniqid name short_desc long_desc study_url study_name study_venue study_bibtext contact_name contact_email## * ## 1 sonar… SSL … X.509 cer… The data… Project S… Project So… "" Rapid7 Labs research@rap…## 2 sonar… TCP … SYN scan …