2017 ITRC DATABREACH SUMMARY REPORT 12062017

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As of Dec. 6, 2017 the 2017 ITRC Breach Report captured a total of 172,432,587 compromised records from a total of 1,222 breaches. YTD the total number of breaches shows an increase of 18.1% over last year's record pace for the same time period (1035). @ITRCSD identified 8,119 breach incidents since 2005.

Data & Analytics

2017 ITRC DATABREACH SUMMARY REPORT as of
12-06-2017
Cruz Cerda
2017 Breaches Identified by the ITRC as of 12-06-2017

2017 Number of Data Breaches
2017 Breaches Identified by the ITRC as of 12-06-2017
80
628
110
61
343
0 100 200 300 400 500 600 700
Banking/Credit/Financial
Business
Educational
Government/Military
Medical/Healthcare

2017 Number of Records Exposed
2017 Breaches Identified by the ITRC as of 12-06-2017
2,910,117
157,606,599
1,146,680
5,789,748
4,979,443
0 40,000,000 80,000,000 120,000,000 160,000,000
Banking/Credit/Financial
Business
Educational
Government/Military
Medical/Healthcare

2017-2016 Percent Change (+/-)
2017 Breaches Identified by the ITRC as of 12-06-2017
30.8% 27.9%
-7.6% -3.4%
66.7%

2017 Number of Data Breaches (%)
2017 Breaches Identified by the ITRC as of 12-06-2017
Banking/Credit/Financial
6.5%
Business
51.4%
Educational
9.0%
Government/Military
5.0%
Medical/Healthcare
28.1%

2017 Number of Records Exposed (%)
2017 Breaches Identified by the ITRC as of 12-06-2017
Banking/Credit/Financial
1.7%
Business
91.4%
Educational
0.7%
Government/Military
3.4%
Medical/Healthcare
2.9%

Reference
 Breaches represented on this summary
typically have exposed information
which could potentially lead to
identity theft, including Social Security
numbers, financial account
information, or medical information.
ITRC follows U.S. Federal guidelines
about what combination of personal
information comprise a unique
individual, and the exposure of which
will constitute a databreach.
 https://www.idtheftcenter.org
2017 Breaches Identified by the ITRC as of 12-06-2017

Cruz Cerda
 PhD Candidate, Walden University – Applied
Management and Decision Sciences – Information
Systems Specialization
 MA, New York University – Education
 AB, Harvard University – Economics
 Full Text doctoral research proposal Medical Identity
Theft, Palm Vein Authentication: The Manager's Perspective
@ResearchGate
 https://doi.org/10.13140/RG.2.1.1937.8801 @ResearchGate
2017 Breaches Identified by the ITRC as of 12-06-2017

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The number of U.S. data breach incidents tracked in 2017 hit a new record high of 1,579 breaches, according to the 2017 Data Breach Year-End Review released by the Identity Theft Resource Center® (ITRC) and CyberScout®. The Review indicates a drastic upturn of 44.7 percent increase over the record high figures reported for 2016. Hacking continues to rank highest in the type of attack, at 59.4 percent of the breaches, an increase of 3.2 percent over 2016 figures: Of the 940 breaches attributed to hacking, 21.4 percent involved phishing and 12.4 percent involved ransomware/malware. Unauthorized Access, which was newly added as a method of attack in 2016, represented nearly 11 percent of the overall total of breaches for a 3.4 percent increase over 2016 figures.

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Monthly employment growth surpassed the 200,000-mark for a second consecutive month in November, adding 228,000 jobs and countering hurricane-related pauses earlier in the year. Importantly, job growth is still taking place faster than the labor force is capable of expanding and with the participation rate not increasing, placing pressure on employers in primary, secondary and tertiary markets to expand their headcount.

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This project aims to predict whether a loan application will be approved or denied based on various factors such as applicant's income, credit score, loan amount, etc. Using a dataset containing historical loan application data, we employed machine learning algorithms to build a predictive model. The model was trained on features such as applicant's income, credit history, loan amount, loan term, and others. After training the model, we evaluated its performance using metrics like accuracy, precision, recall, and F1 score. The insights from this project can help financial institutions streamline their loan approval process and make informed decisions. Visit for more information: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/

Predicting Loan Approval: A Data Science Project

Boston Institute of Analytics

Building Real-Time Pipelines With FLaNK Timothy Spann, Principal Developer Advocate, Streaming - Cloudera Future of Data meetup, startup grind, AI Camp The combination of Apache Flink, Apache NiFi, and Apache Kafka for building real-time data processing pipelines is extremely powerful, as demonstrated by this case study using the FLaNK-MTA project. The project leverages these technologies to process and analyze real-time data from the New York City Metropolitan Transportation Authority (MTA). FLaNK-MTA demonstrates how to efficiently collect, transform, and analyze high-volume data streams, enabling timely insights and decision-making. Apache NiFi Apache Kafka Apache Flink Apache Iceberg LLM Generative AI Slack Postgresql

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2017 ITRC DATABREACH SUMMARY REPORT 12062017

1. 2017 ITRC DATABREACH SUMMARY REPORT as of 12-06-2017 Cruz Cerda 2017 Breaches Identified by the ITRC as of 12-06-2017

2. 2017 Number of Data Breaches 2017 Breaches Identified by the ITRC as of 12-06-2017 80 628 110 61 343 0 100 200 300 400 500 600 700 Banking/Credit/Financial Business Educational Government/Military Medical/Healthcare

3. 2017 Number of Records Exposed 2017 Breaches Identified by the ITRC as of 12-06-2017 2,910,117 157,606,599 1,146,680 5,789,748 4,979,443 0 40,000,000 80,000,000 120,000,000 160,000,000 Banking/Credit/Financial Business Educational Government/Military Medical/Healthcare

4. 2017-2016 Percent Change (+/-) 2017 Breaches Identified by the ITRC as of 12-06-2017 30.8% 27.9% -7.6% -3.4% 66.7%

5. 2017 Number of Data Breaches (%) 2017 Breaches Identified by the ITRC as of 12-06-2017 Banking/Credit/Financial 6.5% Business 51.4% Educational 9.0% Government/Military 5.0% Medical/Healthcare 28.1%

6. 2017 Number of Records Exposed (%) 2017 Breaches Identified by the ITRC as of 12-06-2017 Banking/Credit/Financial 1.7% Business 91.4% Educational 0.7% Government/Military 3.4% Medical/Healthcare 2.9%

7. Reference  Breaches represented on this summary typically have exposed information which could potentially lead to identity theft, including Social Security numbers, financial account information, or medical information. ITRC follows U.S. Federal guidelines about what combination of personal information comprise a unique individual, and the exposure of which will constitute a databreach.  https://www.idtheftcenter.org 2017 Breaches Identified by the ITRC as of 12-06-2017

8. Cruz Cerda  PhD Candidate, Walden University – Applied Management and Decision Sciences – Information Systems Specialization  MA, New York University – Education  AB, Harvard University – Economics  Full Text doctoral research proposal Medical Identity Theft, Palm Vein Authentication: The Manager's Perspective @ResearchGate  https://doi.org/10.13140/RG.2.1.1937.8801 @ResearchGate 2017 Breaches Identified by the ITRC as of 12-06-2017

2017 ITRC DATABREACH SUMMARY REPORT 12062017

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