Results on this page were produced by QVLx Terrier analysis platform

 

2018

Balanced distribution of vulnerabilities across various platforms, with noticeable shift towards mobile and web applications. Cross-site vulnerabilities, buffer overflows, and SQL injection issues were common. AI/ML-related vulnerabilities were relatively low, but with a notable presence in machine learning. Significant vulnerabilities in ROM and RAM, along with emerging concerns in BLE and ASICs.

1/1/2018
 

2019

IoT vulnerabilities peaked, emphasizing the growing importance of security in connected devices. PHP and Java showed high vulnerability percentages. Trend in AI/ML vulnerabilities remained low but stable. Clustering vulnerabilities were consistent. BLE vulnerabilities surged dramatically. Other notable vulnerabilities were found in ROM, RAM, and USB interfaces.

1/1/2019
 

2020

A sharp increase in total CVEs across categories indicated expanding cybersecurity concerns. Open-source software vulnerabilities emerged as a growing challenge. Machine learning-related vulnerabilities were still low but showing early signs of increase. BLE vulnerabilities dominated the landscape. Marked increase in vulnerabilities associated with RAM and ROM.

1/9/2020
 

2021

A significant rise in ML-related CVEs signaled a shift in focus to ML security. Vulnerabilities in Java and IoT devices were notably high. A substantial increase in ML vulnerabilities, with emergent concerns in specific AI/ML techniques such as GPT and supervised learning. BLE continued to have highest vulnerability count. RAM, ROM, and GPU vulnerabilities also saw significant increases.

1/1/2021
 

2022

Persistent issues with web applications were highlighted, especially in PHP and SQL vulnerabilities. The emergence of vulnerabilities in newer AI/ML methods was notable. Continued growth in ML CVEs, along with the appearance of CVEs involving GPT and chatGPT. BLE vulnerabilities remained high, with notable increases in GPU and ASIC vulnerabilities. RAM and ROM vulnerabilities showed a slight decrease from the previous year.

1/1/2022
 

2023

A considerable increase in cross-site vulnerabilities and classified data breaches indicated evolving complexity in web-based attacks. CVEs involving AI/ML techniques like chatGPT, GPT, and supervised learning emerged, highlighting potential vulnerabilities in newer methods. BLE continued to dominate in terms of vulnerabilities. Notable increase in vulnerabilities associated with WLAN and DSPs.

1/1/2023
0

Actionable CVE AI/ML analytics

CVE embedsec recommender

0
23%

Windows

10%

Linux

9%

Overflow

8%

x86

6%

Memory

5%

Network

3%

Cache

3%

TCP

3%

Kernel

1%

UDP

1%

Driver

1%

Router

CVE % by Description Keywords

Ransomware: 0.00% (14) VPN: 0.32% (922) Mitm: 0.14% (417) Denial-of-Service: 0.37% (1070) CSRF: 1.59% (4637) IDOR: 0.05% (132) Clickjack: 0.07% (192) SSRF: 0.27% (776) Heap Overflow: 0.14% (401) Buffer Overflow: 4.83% (14039) Side-Channel: 0.04% (130) Replay: 0.12% (347) Secure boot: 0.04% (103) Phishing: 0.22% (650) Brute force: 0.15% (433) Hypervisor: 0.08% (230) Kernel: 2.81% (8179) Escalation: 1.65% (4785) Database: 1.36% (3957) Cross-site: 7.81% (22695) Network: 4.03% (11714) SQL: 5.34% (15525)

CVE % by Description Keywords

Ransomware: 0.01% (2) VPN: 0.41% (89) Mitm: 0.12% (27) Denial-of-Service: 0.65% (143) CSRF: 1.94% (426) IDOR: 0.03% (6) Clickjack: 0.04% (9) SSRF: 0.39% (85) Heap Overflow: 0.29% (64) Buffer Overflow: 3.58% (784) Side-Channel: 0.10% (22) Replay: 0.17% (37) Secure boot: 0.06% (13) Phishing: 0.13% (28) Brute force: 0.08% (17) Hypervisor: 0.05% (12) Kernel: 2.70% (592) Escalation: 1.55% (340) Database: 1.01% (221) Cross-site: 3.87% (848) Network: 5.59% (1225) SQL: 3.14% (688)

CVE % by Description Keywords

Ransomware: 0.00% (0) VPN: 0.32% (68) Mitm: 0.17% (37) Denial-of-Service: 0.64% (138) CSRF: 1.56% (337) IDOR: 0.08% (18) Clickjack: 0.07% (15) SSRF: 0.33% (72) Heap Overflow: 0.25% (53) Buffer Overflow: 3.10% (668) Side-Channel: 0.06% (12) Replay: 0.10% (21) Secure boot: 0.07% (15) Phishing: 0.20% (44) Brute force: 0.11% (23) Hypervisor: 0.07% (15) Kernel: 2.52% (543) Escalation: 2.37% (510) Database: 1.54% (333) Cross-site: 3.37% (727) Network: 6.22% (1341) SQL: 3.02% (652)

CVE % by Description Keywords

Ransomware: 0.02% (7) VPN: 0.33% (102) Mitm: 0.09% (27) Denial-of-Service: 0.55% (172) CSRF: 1.25% (393) IDOR: 0.05% (16) Clickjack: 0.04% (12) SSRF: 0.40% (126) Heap Overflow: 0.17% (52) Buffer Overflow: 2.49% (781) Side-Channel: 0.04% (14) Replay: 0.09% (29) Secure boot: 0.07% (23) Phishing: 0.11% (36) Brute force: 0.11% (36) Hypervisor: 0.13% (42) Kernel: 1.60% (500) Escalation: 2.42% (757) Database: 1.08% (338) Cross-site: 3.47% (1088) Network: 5.21% (1634) SQL: 2.79% (875)

CVE % by Description Keywords

Ransomware: 0.00% (1) VPN: 0.29% (89) Mitm: 0.13% (40) Denial-of-Service: 0.75% (230) CSRF: 1.33% (409) IDOR: 0.10% (32) Clickjack: 0.04% (13) SSRF: 0.43% (131) Heap Overflow: 0.14% (44) Buffer Overflow: 3.49% (1072) Side-Channel: 0.06% (17) Replay: 0.10% (31) Secure boot: 0.05% (14) Phishing: 0.13% (40) Brute force: 0.13% (41) Hypervisor: 0.19% (57) Kernel: 2.64% (810) Escalation: 3.00% (922) Database: 1.19% (366) Cross-site: 6.07% (1865) Network: 4.97% (1528) SQL: 3.23% (992)

CVE % by Description Keywords

Ransomware: 0.00% (1) VPN: 0.31% (103) Mitm: 0.08% (27) Denial-of-Service: 0.52% (174) CSRF: 1.97% (659) IDOR: 0.11% (38) Clickjack: 0.04% (13) SSRF: 0.54% (180) Heap Overflow: 0.16% (54) Buffer Overflow: 3.04% (1019) Side-Channel: 0.04% (13) Replay: 0.13% (45) Secure boot: 0.05% (16) Phishing: 0.13% (42) Brute force: 0.15% (49) Hypervisor: 0.04% (12) Kernel: 2.68% (898) Escalation: 3.17% (1061) Database: 1.20% (403) Cross-site: 7.83% (2622) Network: 3.89% (1302) SQL: 5.81% (1944)

CVE % by Description Keywords

Ransomware: 0.01% (2) VPN: 0.32% (106) Mitm: 0.05% (16) Denial-of-Service: 0.44% (145) CSRF: 1.77% (585) IDOR: 0.05% (17) Clickjack: 0.02% (7) SSRF: 0.25% (81) Heap Overflow: 0.05% (16) Buffer Overflow: 2.06% (680) Side-Channel: 0.02% (8) Replay: 0.09% (31) Secure boot: 0.03% (9) Phishing: 0.12% (38) Brute force: 0.18% (59) Hypervisor: 0.02% (5) Kernel: 1.61% (531) Escalation: 2.56% (845) Database: 1.13% (371) Cross-site: 8.90% (2934) Network: 3.12% (1030) SQL: 4.59% (1513)

CVE # by AI/ML Keyword

Machine learning: 0.14% (402) Artificial intelligence: 0.00% (3) chatgpt: 0.00% (5) gpt: 0.01% (34) supervised: 0.00% (3) Recommender: 0.00% (1) Predictor: 0.00% (14) Classifier: 0.00% (12) Clustering: 0.00% (13) PCA: 0.09% (267) SVD: 0.01% (15) Eigen: 0.01% (21) Bayes: 0.00% (2) Regression: 0.04% (127) forecasting: 0.00% (4) natural language: 0.00% (3) deep learning: 0.00% (2) ensemble: 0.00% (2) neural network: 0.00% (3) autonomous: 0.00% (9) computer vision: 0.01% (15) robot: 0.06% (178) watson: 0.01% (22) swarm: 0.00% (11)

Raw counts by AI/ML Keywords

Machine learning: 0.01% (3) Artificial intelligence: 0.00% (0) chatgpt: 0.00% (0) gpt: 0.00% (1) supervised: 0.00% (0) Recommender: 0.00% (1) Predictor: 0.01% (2) Classifier: 0.00% (0) Clustering: 0.00% (1) PCA: 0.09% (19) SVD: 0.00% (0) Eigen: 0.00% (0) Bayes: 0.00% (0) Regression: 0.03% (6) forecasting: 0.01% (2) natural language: 0.00% (0) deep learning: 0.00% (0) ensemble: 0.00% (0) neural network: 0.00% (0) autonomous: 0.00% (1) computer vision: 0.00% (0) robot: 0.11% (25) watson: 0.01% (2) swarm: 0.00% (0)

Raw counts by AI/ML Keywords

Machine learning: 0.01% (2) Artificial intelligence: 0.00% (0) chatgpt: 0.00% (0) gpt: 0.00% (1) supervised: 0.00% (0) Recommender: 0.00% (0) Predictor: 0.00% (1) Classifier: 0.00% (1) Clustering: 0.01% (2) PCA: 0.10% (22) SVD: 0.00% (0) Eigen: 0.00% (0) Bayes: 0.00% (0) Regression: 0.02% (5) forecasting: 0.00% (0) natural language: 0.00% (0) deep learning: 0.00% (0) ensemble: 0.00% (0) neural network: 0.00% (1) autonomous: 0.00% (0) computer vision: 0.00% (0) robot: 0.09% (19) watson: 0.01% (3) swarm: 0.00% (1)

Raw counts by AI/ML Keywords

Machine learning: 0.00% (1) Artificial intelligence: 0.00% (0) chatgpt: 0.00% (0) gpt: 0.01% (2) supervised: 0.00% (1) Recommender: 0.00% (0) Predictor: 0.00% (0) Classifier: 0.00% (1) Clustering: 0.00% (0) PCA: 0.05% (17) SVD: 0.01% (3) Eigen: 0.00% (1) Bayes: 0.00% (0) Regression: 0.03% (8) forecasting: 0.01% (2) natural language: 0.00% (0) deep learning: 0.00% (0) ensemble: 0.00% (0) neural network: 0.00% (0) autonomous: 0.00% (0) computer vision: 0.00% (1) robot: 0.08% (25) watson: 0.01% (3) swarm: 0.01% (3)

Raw counts by AI/ML Keywords

Machine learning: 0.66% (203) Artificial intelligence: 0.00% (0) chatgpt: 0.00% (0) gpt: 0.01% (2) supervised: 0.00% (0) Recommender: 0.00% (0) Predictor: 0.00% (0) Classifier: 0.01% (2) Clustering: 0.01% (2) PCA: 0.04% (13) SVD: 0.01% (2) Eigen: 0.04% (11) Bayes: 0.00% (0) Regression: 0.04% (12) forecasting: 0.00% (0) natural language: 0.00% (1) deep learning: 0.00% (0) ensemble: 0.00% (1) neural network: 0.00% (0) autonomous: 0.00% (0) computer vision: 0.00% (1) robot: 0.04% (11) watson: 0.01% (3) swarm: 0.00% (0)

Raw counts by AI/ML Keywords

Machine learning: 0.50% (166) Artificial intelligence: 0.00% (0) chatgpt: 0.00% (0) gpt: 0.00% (1) supervised: 0.00% (0) Recommender: 0.00% (0) Predictor: 0.01% (5) Classifier: 0.00% (0) Clustering: 0.00% (1) PCA: 0.05% (17) SVD: 0.00% (0) Eigen: 0.00% (1) Bayes: 0.00% (0) Regression: 0.01% (3) forecasting: 0.00% (0) natural language: 0.00% (0) deep learning: 0.00% (1) ensemble: 0.00% (0) neural network: 0.00% (1) autonomous: 0.00% (1) computer vision: 0.01% (2) robot: 0.11% (37) watson: 0.01% (5) swarm: 0.00% (0)

Raw counts by AI/ML Keywords

Machine learning: 0.08% (27) Artificial intelligence: 0.01% (2) chatgpt: 0.02% (5) gpt: 0.03% (11) supervised: 0.00% (1) Recommender: 0.00% (0) Predictor: 0.00% (0) Classifier: 0.01% (3) Clustering: 0.01% (2) PCA: 0.02% (6) SVD: 0.00% (1) Eigen: 0.00% (1) Bayes: 0.00% (0) Regression: 0.03% (11) forecasting: 0.00% (0) natural language: 0.00% (0) deep learning: 0.00% (0) ensemble: 0.00% (1) neural network: 0.00% (1) autonomous: 0.00% (1) computer vision: 0.00% (0) robot: 0.07% (22) watson: 0.01% (4) swarm: 0.01% (4)

CVE % by Explicit Hardware Mention

x86: 0.18% (520) Amd: 0.11% (313) x64: 0.08% (247) Intel: 0.89% (2594) Arm: 0.31% (903) arm32: 0.00% (0) arm64: 0.01% (16) Powerpc: 0.01% (37) MIPS: 0.01% (26) Riscv: 0.00% (5) Sparc: 0.02% (60) AVR: 0.02% (70)

CVE % by Explicit Hardware Mention

x86: 0.24% (53) amd: 0.11% (24) x64: 0.19% (41) intel: 1.02% (224) arm: 0.32% (71) arm32: 0.00% (0) arm64: 0.00% (1) powerpc: 0.01% (2) mips: 0.00% (0) riscv: 0.00% (0) sparc: 0.01% (2) avr: 0.04% (9)

CVE % by Explicit Hardware Mention

x86: 0.17% (36) amd: 0.13% (28) x64: 0.12% (25) intel: 1.77% (382) arm: 0.36% (77) arm32: 0.00% (0) arm64: 0.00% (1) powerpc: 0.03% (6) mips: 0.01% (3) riscv: 0.00% (0) sparc: 0.01% (2) avr: 0.01% (3)

CVE % by Explicit Hardware Mention

x86: 0.14% (45) amd: 0.22% (69) x64: 0.09% (29) intel: 1.66% (521) arm: 0.33% (103) arm32: 0.00% (0) arm64: 0.00% (1) powerpc: 0.01% (3) mips: 0.00% (1) riscv: 0.00% (1) sparc: 0.00% (1) avr: 0.02% (5)

CVE % by Explicit Hardware Mention

x86: 0.16% (48) amd: 0.18% (55) x64: 0.07% (21) intel: 0.93% (286) arm: 0.37% (115) arm32: 0.00% (0) arm64: 0.00% (0) powerpc: 0.01% (3) mips: 0.01% (3) riscv: 0.00% (0) sparc: 0.00% (1) avr: 0.03% (10)

CVE % by Explicit Hardware Mention

x86: 0.08% (28) amd: 0.09% (29) x64: 0.26% (86) intel: 1.18% (396) arm: 0.35% (118) arm32: 0.00% (0) arm64: 0.01% (3) powerpc: 0.00% (1) mips: 0.01% (3) riscv: 0.01% (4) sparc: 0.00% (0) avr: 0.03% (10)

CVE % by Explicit Hardware Mention

x86: 0.06% (19) amd: 0.06% (19) x64: 0.03% (9) intel: 0.50% (164) arm: 0.32% (106) arm32: 0.00% (0) arm64: 0.00% (1) powerpc: 0.00% (0) mips: 0.00% (0) riscv: 0.00% (0) sparc: 0.00% (1) avr: 0.01% (4)

CVE % by Explicit OS Mention

Windows: 3.85% (11191) MacOs: 0.85% (2483) Linux: 2.44% (7103) iOS: 2.01% (5842) Android: 2.91% (8447) VxWorks: 0.02% (54) QNX: 0.02% (51) LynxOS: 0.00% (0) Zephyr: 0.03% (85)

CVE % by Explicit OS Mention

Windows: 3.53% (774) MacOs: 1.17% (256) Linux: 2.22% (486) iOS: 2.18% (478) Android: 2.09% (459) VxWorks: 0.06% (13) QNX: 0.00% (1) LynxOS: 0.00% (0) Zephyr: 0.01% (3)

CVE % by Explicit OS Mention

Windows: 3.91% (842) MacOs: 1.26% (272) Linux: 1.99% (429) iOS: 2.19% (472) Android: 3.58% (771) Zephyr: 0.01% (3) VxWorks: 0.06% (13) QNX: 0.00% (1) LynxOS: 0.00% (0)

CVE % by Explicit OS Mention

Windows: 3.83% (1199) MacOs: 1.11% (349) Linux: 1.00% (312) iOS: 1.89% (592) Android: 2.25% (705) Zephyr: 0.10% (32) VxWorks: 0.01% (4) QNX: 0.00% (1) LynxOS: 0.00% (0)

CVE % by Explicit OS Mention

Windows: 2.72% (834) MacOs: 1.40% (430) Linux: 1.14% (349) iOS: 2.17% (666) Android: 2.64% (812) Zephyr: 0.07% (20) VxWorks: 0.02% (7) QNX: 0.01% (3) LynxOS: 0.00% (0)

CVE % by Explicit OS Mention

Windows: 2.74% (916) MacOs: 1.18% (394) Linux: 1.43% (478) iOS: 1.84% (616) Android: 2.00% (669) Zephyr: 0.02% (6) VxWorks: 0.01% (2) QNX: 0.00% (1) LynxOS: 0.00% (0)

CVE % by Explicit OS Mention

Windows: 2.15% (709) MacOs: 1.25% (411) Linux: 1.37% (453) iOS: 1.33% (440) Android: 1.43% (473) Zephyr: 0.05% (15) VxWorks: 0.00% (1) QNX: 0.00% (0) LynxOS: 0.00% (0)

Total # of CVEs Across Time

[{"ChatGPT": 37701},{"Bard" : 35187},{"Co-Pilot": 35075},{"Average": 35987.6666667}]

CVE % by Explicit Language Mention

Java: 2.90% (8435) Python: 0.28% (804) C++: 0.06% (183) PHP: 9.01% (26198) Javascript: 1.60% (4650) Swift: 0.04% (128) Rust: 1.75% (5101) Nim: 0.21% (609)

CVE % by Explicit Language Mention

Java: 3.59% (787) Python: 0.15% (32) C++: 0.08% (17) PHP: 7.03% (1541) Javascript: 2.24% (492) Swift: 0.03% (6) Rust: 1.92% (421) Nim: 0.10% (22)

CVE % by Explicit Language Mention

Java: 3.24% (699) Python: 0.29% (62) C++: 0.07% (15) PHP: 4.94% (1066) Javascript: 2.16% (466) Swift: 0.04% (9) Rust: 2.04% (440) Nim: 0.16% (35)

CVE % by Explicit Language Mention

Java: 2.43% (762) Python: 0.20% (64) C++: 0.02% (7) PHP: 4.93% (1544) Javascript: 1.43% (447) Swift: 0.04% (14) Rust: 2.19% (687) Nim: 0.18% (56)

CVE % by Explicit Language Mention

Java: 3.28% (1008) Python: 0.29% (90) C++: 0.12% (37) PHP: 3.66% (1124) Javascript: 2.00% (614) Swift: 0.06% (17) Rust: 2.44% (749) Nim: 0.39% (120)

CVE % by Explicit Language Mention

Java: 2.61% (874) Python: 0.46% (154) C++: 0.06% (19) PHP: 5.56% (1862) Javascript: 1.55% (518) Swift: 0.06% (20) Rust: 1.75% (585) Nim: 0.27% (92)

CVE % by Explicit Language Mention

Java: 1.98% (654) Python: 0.34% (111) C++: 0.07% (23) PHP: 4.74% (1563) Javascript: 1.05% (347) Swift: 0.03% (11) Rust: 1.33% (439) Nim: 0.20% (65)

ALL

Filter Year: ALL Total CVEs: 290756 x86: 0.18% (520) amd: 0.11% (313) x64: 0.08% (247) intel: 0.89% (2594) arm: 0.31% (903) arm32: 0.00% (0) arm64: 0.01% (16) powerpc: 0.01% (37) mips: 0.01% (26) riscv: 0.00% (5) sparc: 0.02% (60) avr: 0.02% (70) embedded systems: 0.00% (2) windows: 3.85% (11191) macos: 0.85% (2483) linux: 2.44% (7103) open source: 0.52% (1522) rust: 1.75% (5101) nim: 0.21% (609) VxWorks: 0.02% (54) vxworks: 0.02% (54) QNX: 0.02% (51) qnx: 0.02% (51) lynxos: 0.00% (0) LynxOS: 0.00% (0) Java: 2.90% (8435) Python: 0.28% (804) C++: 0.06% (183) PHP: 9.01% (26198) Javascript: 1.60% (4650) swift: 0.04% (128) Rust: 1.75% (5101) Nim: 0.21% (609) VPN: 0.32% (922) IoT: 0.44% (1284) mitm: 0.14% (417) DoS: 2.10% (6104) CSRF: 1.59% (4637) IDOR: 0.05% (132) Clickjack: 0.07% (192) SSRF: 0.27% (776) Heap Overflow: 0.14% (401) Buffer Overflow: 4.83% (14039) Side-Channel: 0.04% (130) Replay: 0.12% (347) URL Hijacking: 0.00% (0) Ransomware: 0.00% (14) iOS: 2.01% (5842) android: 2.91% (8447) xbox: 0.01% (24) playstation: 0.00% (4) nintendo: 0.00% (6) proprietary: 0.01% (42) OpenSource: 0.02% (50) Open-Source: 0.13% (364) patented: 0.00% (0) Commercial: 0.01% (27) CUI: 0.05% (149) classified: 0.75% (2176) unclassified: 0.00% (8) PII: 0.01% (43) sensitive: 4.50% (13090) non-sensitive: 0.01% (17)

2023

Filter Year: 2023 Total CVEs: 32975 intel: 0.50% (164) arm: 0.32% (106) powerpc: 0.00% (0) mips: 0.00% (0) riscv: 0.00% (0) sparc: 0.00% (1) avr: 0.01% (4) embedded systems: 0.00% (0) windows: 2.15% (709) macos: 1.25% (411) linux: 1.37% (453) open source: 1.15% (378) rust: 1.33% (439) nim: 0.20% (65) VxWorks: 0.00% (1) vxworks: 0.00% (1) QNX: 0.00% (0) qnx: 0.00% (0) lynxos: 0.00% (0) LynxOS: 0.00% (0) Java: 1.98% (654) Python: 0.34% (111) C++: 0.07% (23) PHP: 4.74% (1563) Javascript: 1.05% (347) swift: 0.03% (11) Rust: 1.33% (439) Nim: 0.20% (65) VPN: 0.32% (106) IoT: 0.12% (38) mitm: 0.05% (16) DoS: 2.58% (851) CSRF: 1.77% (585) IDOR: 0.05% (17) Clickjack: 0.02% (7) SSRF: 0.25% (81) Heap Overflow: 0.05% (16) Buffer Overflow: 2.06% (680) Side-Channel: 0.02% (8) Replay: 0.09% (31) URL Hijacking: 0.00% (0) Ransomware: 0.01% (2) iOS: 1.33% (440) android: 1.43% (473) xbox: 0.00% (0) playstation: 0.00% (0) nintendo: 0.00% (1)

2022

Filter Year: 2022 Total CVEs: 33470 intel: 1.18% (396) arm: 0.35% (118) powerpc: 0.00% (1) mips: 0.01% (3) riscv: 0.01% (4) sparc: 0.00% (0) avr: 0.03% (10) embedded systems: 0.00% (0) windows: 2.74% (916) macos: 1.18% (394) linux: 1.43% (478) open source: 1.42% (474) rust: 1.75% (585) nim: 0.27% (92) VxWorks: 0.01% (2) vxworks: 0.01% (2) QNX: 0.00% (1) qnx: 0.00% (1) lynxos: 0.00% (0) LynxOS: 0.00% (0) Java: 2.61% (874) Python: 0.46% (154) C++: 0.06% (19) PHP: 5.56% (1862) Javascript: 1.55% (518) swift: 0.06% (20) Rust: 1.75% (585) Nim: 0.27% (92) VPN: 0.31% (103) IoT: 0.50% (166) mitm: 0.08% (27) DoS: 3.41% (1140) CSRF: 1.97% (659) IDOR: 0.11% (38) Clickjack: 0.04% (13) SSRF: 0.54% (180) Heap Overflow: 0.16% (54) Buffer Overflow: 3.04% (1019) Side-Channel: 0.04% (13) Replay: 0.13% (45) URL Hijacking: 0.00% (0) Ransomware: 0.00% (1) iOS: 1.84% (616) android: 2.00% (669) xbox: 0.01% (2) playstation: 0.00% (0) nintendo: 0.01% (4)

2021

Filter Year: 2021 Total CVEs: 30717 intel: 0.93% (286) arm: 0.37% (115) powerpc: 0.01% (3) mips: 0.01% (3) riscv: 0.00% (0) sparc: 0.00% (1) avr: 0.03% (10) embedded systems: 0.00% (0) windows: 2.72% (834) macos: 1.40% (430) linux: 1.14% (349) open source: 1.47% (451) rust: 2.44% (749) nim: 0.39% (120) VxWorks: 0.02% (7) vxworks: 0.02% (7) QNX: 0.01% (3) qnx: 0.01% (3) lynxos: 0.00% (0) LynxOS: 0.00% (0) Java: 3.28% (1008) Python: 0.29% (90) C++: 0.12% (37) PHP: 3.66% (1124) Javascript: 2.00% (614) swift: 0.06% (17) Rust: 2.44% (749) Nim: 0.39% (120) VPN: 0.29% (89) IoT: 0.89% (274) mitm: 0.13% (40) DoS: 4.06% (1247) CSRF: 1.33% (409) IDOR: 0.10% (32) Clickjack: 0.04% (13) SSRF: 0.43% (131) Heap Overflow: 0.14% (44) Buffer Overflow: 3.49% (1072) Side-Channel: 0.06% (17) Replay: 0.10% (31) URL Hijacking: 0.00% (0) Ransomware: 0.00% (1) iOS: 2.17% (666) android: 2.64% (812) xbox: 0.00% (0) playstation: 0.00% (0) nintendo: 0.00% (0)

2020

Filter Year: 2020 Total CVEs: 31337 intel: 1.66% (521) arm: 0.33% (103) powerpc: 0.01% (3) mips: 0.00% (1) riscv: 0.00% (1) sparc: 0.00% (1) avr: 0.02% (5) embedded systems: 0.00% (0) windows: 3.83% (1199) macos: 1.11% (349) linux: 1.00% (312) open source: 0.08% (26) rust: 2.19% (687) nim: 0.18% (56) VxWorks: 0.01% (4) vxworks: 0.01% (4) QNX: 0.00% (1) qnx: 0.00% (1) lynxos: 0.00% (0) LynxOS: 0.00% (0) Java: 2.43% (762) Python: 0.20% (64) C++: 0.02% (7) PHP: 4.93% (1544) Javascript: 1.43% (447) swift: 0.04% (14) Rust: 2.19% (687) Nim: 0.18% (56) VPN: 0.33% (102) IoT: 0.86% (271) mitm: 0.09% (27) DoS: 3.02% (945) CSRF: 1.25% (393) IDOR: 0.05% (16) Clickjack: 0.04% (12) SSRF: 0.40% (126) Heap Overflow: 0.17% (52) Buffer Overflow: 2.49% (781) Side-Channel: 0.04% (14) Replay: 0.09% (29) URL Hijacking: 0.00% (0) Ransomware: 0.02% (7) iOS: 1.89% (592) android: 2.25% (705) xbox: 0.00% (1) playstation: 0.00% (0) nintendo: 0.00% (1)

2019

Filter Year: 2019 Total CVEs: 21560 intel: 1.77% (382) arm: 0.36% (77) powerpc: 0.03% (6) mips: 0.01% (3) riscv: 0.00% (0) sparc: 0.01% (2) avr: 0.01% (3) embedded systems: 0.00% (1) windows: 3.91% (842) macos: 1.26% (272) linux: 1.99% (429) open source: 0.11% (23) rust: 2.04% (440) nim: 0.16% (35) VxWorks: 0.06% (13) vxworks: 0.06% (13) QNX: 0.00% (1) qnx: 0.00% (1) lynxos: 0.00% (0) LynxOS: 0.00% (0) Java: 3.24% (699) Python: 0.29% (62) C++: 0.07% (15) PHP: 4.94% (1066) Javascript: 2.16% (466) swift: 0.04% (9) Rust: 2.04% (440) Nim: 0.16% (35) VPN: 0.32% (68) IoT: 1.78% (383) mitm: 0.17% (37) DoS: 2.78% (600) CSRF: 1.56% (337) IDOR: 0.08% (18) Clickjack: 0.07% (15) SSRF: 0.33% (72) Heap Overflow: 0.25% (53) Buffer Overflow: 3.10% (668) Side-Channel: 0.06% (12) Replay: 0.10% (21) URL Hijacking: 0.00% (0) Ransomware: 0.00% (0) iOS: 2.19% (472) android: 3.58% (771) xbox: 0.00% (0) playstation: 0.00% (0) nintendo: 0.00% (0)

2018

Filter Year: 2018 Total CVEs: 21922 intel: 1.02% (224) arm: 0.32% (71) powerpc: 0.01% (2) mips: 0.00% (0) riscv: 0.00% (0) sparc: 0.01% (2) avr: 0.04% (9) embedded systems: 0.00% (0) windows: 3.53% (774) macos: 1.17% (256) linux: 2.22% (486) open source: 0.07% (16) rust: 1.92% (421) nim: 0.10% (22) VxWorks: 0.00% (0) vxworks: 0.00% (0) QNX: 0.01% (2) qnx: 0.01% (2) lynxos: 0.00% (0) LynxOS: 0.00% (0) Java: 3.59% (787) Python: 0.15% (32) C++: 0.08% (17) PHP: 7.03% (1541) Javascript: 2.24% (492) swift: 0.03% (6) Rust: 1.92% (421) Nim: 0.10% (22) VPN: 0.41% (89) IoT: 0.50% (109) mitm: 0.12% (27) DoS: 2.35% (516) CSRF: 1.94% (426) IDOR: 0.03% (6) Clickjack: 0.04% (9) SSRF: 0.39% (85) Heap Overflow: 0.29% (64) Buffer Overflow: 3.58% (784) Side-Channel: 0.10% (22) Replay: 0.17% (37) URL Hijacking: 0.00% (0) Ransomware: 0.01% (2) iOS: 2.18% (478) android: 2.09% (459) xbox: 0.00% (1) playstation: 0.00% (0) nintendo: 0.00% (0)