From 12754b6c57864c19eadaa9bb77fcc66d99e6bea2 Mon Sep 17 00:00:00 2001 From: SukhveerS <78963782+Rexbeast2@users.noreply.github.com> Date: Tue, 15 Aug 2023 04:08:20 +0530 Subject: [PATCH 1/5] feat: Adding epss into HTML output (#3234) --- cve_bin_tool/output_engine/html.py | 47 +++++++++++++++++++ .../html_reports/templates/dashboard.html | 20 ++++++++ 2 files changed, 67 insertions(+) diff --git a/cve_bin_tool/output_engine/html.py b/cve_bin_tool/output_engine/html.py index 15b1eef064..5b26d59035 100644 --- a/cve_bin_tool/output_engine/html.py +++ b/cve_bin_tool/output_engine/html.py @@ -211,6 +211,52 @@ def output_html( cve_severity = {"CRITICAL": 0, "HIGH": 0, "MEDIUM": 0, "LOW": 0, "UNKNOWN": 0} + cve_by_metrics: defaultdict[Remarks, list[dict[str, str]]] = defaultdict(list) + for product_info, cve_data in all_cve_data.items(): + for cve in cve_data["cves"]: + propability = "-" + percentile = "-" + + for metric, field in cve.metric.items(): + if metric == "EPSS": + propability = round(field[0] * 100, 4) + percentile = field[1] + + cve_by_metrics[cve.remarks].append( + { + "cve_number": cve.cve_number, + "cvss_version": str(cve.cvss_version), + "cvss_score": str(cve.score), + "epss_propability": str(propability), + "epss_percentile": str(percentile), + "severity": cve.severity, + } + ) + + cve_metric_html_rows = [] + for remarks in sorted(cve_by_metrics): + for cve in cve_by_metrics[remarks]: + row_color = "table-success" + if cve["severity"] == "CRITICAL": + row_color = "table-danger" + elif cve["severity"] == "HIGH": + row_color = "table-primary" + elif cve["severity"] == "MEDIUM": + row_color = "table-warning" + + html_row = f""" + + {cve["cve_number"]} + {cve["cvss_version"]} + {cve["cvss_score"]} + {cve["epss_propability"]} + {cve["epss_percentile"]} + + """ + cve_metric_html_rows.append(html_row) + # Join the HTML rows to create the full table content + table_content = "\n".join(cve_metric_html_rows) + # List of Products for product_info, cve_data in all_cve_data.items(): # Check if product contains CVEs @@ -357,6 +403,7 @@ def output_html( products_without_cve=products_without_cve, cve_remarks=cve_remarks, cve_severity=cve_severity, + table_content=table_content, ) # try to load the bigger files just before the generation of report diff --git a/cve_bin_tool/output_engine/html_reports/templates/dashboard.html b/cve_bin_tool/output_engine/html_reports/templates/dashboard.html index 225a3e35fd..bd5aac5bb9 100644 --- a/cve_bin_tool/output_engine/html_reports/templates/dashboard.html +++ b/cve_bin_tool/output_engine/html_reports/templates/dashboard.html @@ -131,3 +131,23 @@
Product CVEs
+
+
+
CVE metric
+
+
+ + + + + + + + + + + + {{ table_content }} + +
CVE numberCVSS versionCVSS scoreEPSS propabilityEPSS percentile
+
\ No newline at end of file From 0c35c4665d07577bbd80e1b16e2c1de0241d7a99 Mon Sep 17 00:00:00 2001 From: SukhveerS <78963782+Rexbeast2@users.noreply.github.com> Date: Tue, 15 Aug 2023 04:48:43 +0530 Subject: [PATCH 2/5] docs: adding epss (#3233) --- .github/actions/spelling/allow.txt | 3 +++ doc/MANUAL.md | 35 ++++++++++++++++++++++++++++ doc/images/metric/CSV.png | Bin 0 -> 221827 bytes doc/images/metric/HTML.png | Bin 0 -> 614813 bytes doc/images/metric/JSON.png | Bin 0 -> 166086 bytes doc/images/metric/PDF.png | Bin 0 -> 98196 bytes doc/images/metric/console_table.png | Bin 0 -> 140423 bytes doc/images/metric/metric_table.png | Bin 0 -> 84675 bytes 8 files changed, 38 insertions(+) create mode 100644 doc/images/metric/CSV.png create mode 100644 doc/images/metric/HTML.png create mode 100644 doc/images/metric/JSON.png create mode 100644 doc/images/metric/PDF.png create mode 100644 doc/images/metric/console_table.png create mode 100644 doc/images/metric/metric_table.png diff --git a/.github/actions/spelling/allow.txt b/.github/actions/spelling/allow.txt index 5a3aaa68fd..7c404b1518 100644 --- a/.github/actions/spelling/allow.txt +++ b/.github/actions/spelling/allow.txt @@ -113,6 +113,7 @@ cves cvs cvss cyberciti +cybersecurity cygwin darkhttpd davfs @@ -145,6 +146,8 @@ emacs endoflife enscript entrypoint +epss +EPSS Eqt Everyone everytime diff --git a/doc/MANUAL.md b/doc/MANUAL.md index ccf362b327..bb69236cbb 100644 --- a/doc/MANUAL.md +++ b/doc/MANUAL.md @@ -7,6 +7,9 @@ - [Limitations](#limitations) - [Architecture](#architecture) - [Database Structure](#database-structure) + - [Metric](#metric) + - [EPSS](#epss) + - [Different output showing metrics](#different-output-showing-metrics) - [Optional Arguments](#optional-arguments) - [-e EXCLUDE, --exclude EXCLUDE](#-e-exclude---exclude-exclude) - [-h, --help](#-h---help) @@ -330,6 +333,38 @@ The CVE Binary Tool database comprises three tables: cve_severity, cve_range, an ![database structure of CVE Binary Tool](images/cve-bin-tool-database.png) +## Metric + +### EPSS + +The Exploit Prediction Scoring System (EPSS) is a data-driven tool designed to help estimate the likelihood of a software vulnerability being exploited in the real world. Its purpose is to assist cybersecurity teams in prioritizing which vulnerabilities to address first. While other standards focus on inherent vulnerability traits and severity, they often lack the ability to evaluate the actual threat level. + +EPSS bridges this gap by incorporating up-to-date threat information from CVE and real-world exploit data. Using this data, EPSS generates a probability score ranging from 0 to 1 (equivalent to 0% to 100%). A higher score indicates a higher likelihood of a vulnerability being exploited. For more information about [EPSS here](https://www.first.org/epss/model) + +### Different output showing metrics + +- Console + +![console table](images/metric/console_table.png) + +![console metric table](images/metric/metric_table.png) + +- HTML + +![HTML metric table](images/metric/HTML.png) + +- PDF + +![PDF metric table](images/metric/PDF.png) + +- CSV + +![CSV metric table](images/metric/CSV.png) + +- JSON + +![JSON metric table](images/metric/JSON.png) + ## Optional Arguments ### -e EXCLUDE, --exclude EXCLUDE diff --git a/doc/images/metric/CSV.png b/doc/images/metric/CSV.png new file mode 100644 index 0000000000000000000000000000000000000000..3b4af1c8a65c69a227364e3be0af4e019c9ec652 GIT binary patch literal 221827 zcmeFZcQjo8{x>>$^dN{X1PKWeiOvY3MvdM@i|8dfLlDth5M2^Nh%t%iWkw5$mJp0O zqW94UV`lF5{ho7vXWhH*v!37c-22B}_sp6x+uonHKkxE-w>|Oty6Uu4>{K8Sh*ncW z)er=tv;u*ML6^vZGyXpJgFqmvL01(OeN7b=UVUFLXIFP85J)3FD~H19@g&R3;kNbU z?91yhbEG$k-!g@)jXW??X4JTGN05|R?ymF;hX)TynIBM)UE$;+Vx#6u@X$9R-6Ul* 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z9gR!*UfdhRtPD@##hbl>H2FuKWpPJ3J?g^Mxl09AS&GuQLiI> z@7Y2d(!ln$9^?U6M`K!M|SEZ>wh}nn4DEfva)Quw(HlnvD_MYT$WB3_v zlnw1J><(<5F?FAkTXheplN!1zhw#bRT-j*<`F`CeUD~1N^TXT>)5tL?LqrnQo}fd| zCQyOT+(ycbYbQNsNxoJYJ~nV!AlgZ@^9?JSw zKSL16JJsYGG?{heDed`isc-qOkEU%KqK1^iA1J1&7l!Ig5N4NQZcm=Nx(u&+EdXDt z@I0#^UZcW-J1nsyZ%W0)4KE}vA2~l>x%=4DsAXw!!;qepq-|y6Xj85%0LT83Z=YPe zW3N}3nyQS+sq2VCV^`y$Evz#3jgK_0I%#YLb2{~JR+wQY%{HpnP=lSXmSF%e-OR4k zt<+?#8e&W5j~X5;UnG*>-dMj0)SK-PwG$WBvb6%a{wM1Fmlx&+BJCgqLa3Wf1LwUp zWo0tk+e|38w3`9`(+A2clBdE^@bmE>fGj2~K@Mgj{}OQS8S)GN%f}>ukFZI62FDtT SW*!v4KTUOAWT~3@lm7yAo)4S= literal 0 HcmV?d00001 From 2757e669e85a0a9831cd522e95088f45cdbf81dd Mon Sep 17 00:00:00 2001 From: SukhveerS <78963782+Rexbeast2@users.noreply.github.com> Date: Tue, 15 Aug 2023 04:49:40 +0530 Subject: [PATCH 3/5] feat: including metric table in Console (#3215) --- cve_bin_tool/output_engine/console.py | 44 +++++++++++++++++++++++++++ test/test_output_engine.py | 16 ++++++++++ 2 files changed, 60 insertions(+) diff --git a/cve_bin_tool/output_engine/console.py b/cve_bin_tool/output_engine/console.py index e442c50d1c..3b693786ef 100644 --- a/cve_bin_tool/output_engine/console.py +++ b/cve_bin_tool/output_engine/console.py @@ -268,3 +268,47 @@ def validate_cell_length(cell_name, cell_type): table.add_row(*cells) # Print the table to the console console.print(table) + + table = Table() + # Add Head Columns to the Table + table.add_column("CVE") + table.add_column("CVSS_version") + table.add_column("CVSS_score") + table.add_column("EPSS_propability") + table.add_column("EPSS_percentile") + color = "green" + + cve_by_metrics: defaultdict[Remarks, list[dict[str, str]]] = defaultdict(list) + # group cve_data by its remarks and separately by paths + for product_info, cve_data in all_cve_data.items(): + for cve in cve_data["cves"]: + propability = "-" + percentile = "-" + for metric, field in cve.metric.items(): + if metric == "EPSS": + propability = round(field[0] * 100, 4) + percentile = field[1] + cve_by_metrics[cve.remarks].append( + { + "cve_number": cve.cve_number, + "cvss_version": str(cve.cvss_version), + "cvss_score": str(cve.score), + "epss_propability": str(propability), + "epss_percentile": str(percentile), + "severity": cve.severity, + } + ) + + for remarks in sorted(cve_by_remarks): + color = remarks_colors[remarks] + for cve in cve_by_metrics[remarks]: + color = cve["severity"].split("-")[0].lower() + cells = [ + Text.styled(cve["cve_number"], color), + Text.styled(cve["cvss_version"], color), + Text.styled(str(cve["cvss_score"]), color), + Text.styled(cve["epss_propability"], color), + Text.styled(cve["epss_percentile"], color), + ] + table.add_row(*cells) + console.print(table) diff --git a/test/test_output_engine.py b/test/test_output_engine.py index 0e6aadec55..0120135c58 100644 --- a/test/test_output_engine.py +++ b/test/test_output_engine.py @@ -902,10 +902,18 @@ def test_output_console(self): "│ vendor1 │ product1 │ 3.2.1.0 │ CVE-1234-1234 │ OSV │ HIGH │ 7.5 (v2) │ 4.68 │ 0.34072 │\n" "└─────────┴──────────┴─────────┴───────────────┴────────┴──────────┴────────────────┴─────────────────┴────────────────┘\n" ) + expected_output_2 = ( + "│ CVE-1234-1234 │ 2 │ 4.2 │ 0.126 │ 0.46387 │\n" + "│ CVE-1234-1234 │ 2 │ 1.2 │ 1.836 │ 0.79673 │\n" + "│ CVE-1234-1234 │ 3 │ 2.5 │ 3.895 │ 0.37350 │\n" + "│ CVE-1234-1234 │ 2 │ 7.5 │ 4.68 │ 0.34072 │\n" + "└───────────────┴──────────────┴────────────┴──────────────────┴─────────────────┘\n" + ) self.mock_file.seek(0) # reset file position result = self.mock_file.read() self.assertIn(expected_output, result) + self.assertIn(expected_output_2, result) def test_output_console_affected_versions(self): """Test Formatting Output as console with affected-versions""" @@ -980,10 +988,18 @@ def test_output_console_outfile(self): "│ vendor1 │ product1 │ 3.2.1.0 │ CVE-1234-1234 │ OSV │ HIGH │ 7.5 (v2) │ 4.68 │ 0.34072 │\n" "└─────────┴──────────┴─────────┴───────────────┴────────┴──────────┴────────────────┴─────────────────┴────────────────┘\n" ) + expected_output_2 = ( + "│ CVE-1234-1234 │ 2 │ 4.2 │ 0.126 │ 0.46387 │\n" + "│ CVE-1234-1234 │ 2 │ 1.2 │ 1.836 │ 0.79673 │\n" + "│ CVE-1234-1234 │ 3 │ 2.5 │ 3.895 │ 0.37350 │\n" + "│ CVE-1234-1234 │ 2 │ 7.5 │ 4.68 │ 0.34072 │\n" + "└───────────────┴──────────────┴────────────┴──────────────────┴─────────────────┘\n" + ) with open(tmpf.name, encoding="utf-8") as f: result = f.read() self.assertIn(expected_output, result) + self.assertIn(expected_output_2, result) Path(tmpf.name).unlink() # deleting tempfile def test_output_file(self): From a098ef082ba3c0264fdd01d77bc1da0ccffeb5f4 Mon Sep 17 00:00:00 2001 From: SukhveerS <78963782+Rexbeast2@users.noreply.github.com> Date: Tue, 15 Aug 2023 04:50:29 +0530 Subject: [PATCH 4/5] feat: include EPSS metrics in output PDF (#3213) * feat: output PDF * feat: adding test case * fix: removing bug --- cve_bin_tool/output_engine/__init__.py | 68 ++++++++++++++++++++++++++ test/test_output_engine.py | 52 +++++++++++++++++++- 2 files changed, 119 insertions(+), 1 deletion(-) diff --git a/cve_bin_tool/output_engine/__init__.py b/cve_bin_tool/output_engine/__init__.py index ab2fc15baa..b551e016b3 100644 --- a/cve_bin_tool/output_engine/__init__.py +++ b/cve_bin_tool/output_engine/__init__.py @@ -468,6 +468,74 @@ def output_pdf( "Applicationlist", widths=[3 * cm, 3 * cm, 2 * cm, 4 * cm, 3 * cm] ) + pdfdoc.heading(1, "List of Vulnerabilities with different metric") + pdfdoc.paragraph( + "The table given below gives CVE found with there score on different metrics." + ) + cve_by_metrics: defaultdict[Remarks, list[dict[str, str]]] = defaultdict( + list + ) + col_headings = [ + "CVE Number", + "CVSS_version", + "CVSS_score", + "EPSS_propability", + "EPSS_percentile", + ] + # group cve_data by its remarks and separately by paths + for product_info, cve_data in all_cve_data.items(): + for cve in cve_data["cves"]: + propability = "-" + percentile = "-" + for metric, field in cve.metric.items(): + if metric == "EPSS": + propability = round(field[0] * 100, 4) + percentile = field[1] + + cve_by_metrics[cve.remarks].append( + { + "cve_number": cve.cve_number, + "cvss_version": str(cve.cvss_version), + "cvss_score": str(cve.score), + "epss_propability": str(propability), + "epss_percentile": str(percentile), + "severity": cve.severity, + } + ) + + for remarks in sorted(cve_by_metrics): + pdfdoc.createtable( + "cvemetric", + col_headings, + pdfdoc.tblStyle, + ) + row = 1 + for cve in cve_by_metrics[remarks]: + entry = [ + cve["cve_number"], + cve["cvss_version"], + str(cve["cvss_score"]), + str(cve["epss_propability"]), + str(cve["epss_percentile"]), + ] + pdfdoc.addrow( + "cvemetric", + entry, + [ + ( + "TEXTCOLOR", + (0, row), + (4, row), + severity_colour[cve["severity"].split("-")[0].upper()], + ), + ("FONT", (0, row), (4, row), "Helvetica-Bold"), + ], + ) + row += 1 + pdfdoc.showtable( + "cvemetric", widths=[4 * cm, 4 * cm, 3 * cm, 4 * cm, 4 * cm] + ) + # List of scanned products with no identified vulnerabilities if all_product_data is not None: pdfdoc.heading(1, "No Identified Vulnerabilities") diff --git a/test/test_output_engine.py b/test/test_output_engine.py index 0120135c58..a715b73979 100644 --- a/test/test_output_engine.py +++ b/test/test_output_engine.py @@ -176,6 +176,9 @@ class TestOutputEngine(unittest.TestCase): cvss_version=2, cvss_vector="C:H", data_source="NVD", + metric={ + "EPSS": [0.6932, "0.2938"], + }, ), CVE( "CVE-1234-1234", @@ -184,6 +187,9 @@ class TestOutputEngine(unittest.TestCase): cvss_version=2, cvss_vector="CVSS2.0/C:H", data_source="NVD", + metric={ + "EPSS": [0.06084, "0.7936"], + }, ), ], paths={""}, @@ -198,7 +204,7 @@ class TestOutputEngine(unittest.TestCase): cvss_vector="CVSS3.0/C:H/I:L/A:M", data_source="NVD", metric={ - "EPSS": [0.0468, "0.34072"], + "EPSS": [0.1646, "0.3955"], }, ) ], @@ -213,6 +219,7 @@ class TestOutputEngine(unittest.TestCase): cvss_version=2, cvss_vector="C:H/I:L/A:M", data_source="NVD", + metric={"EPSS": [0.2059, "0.09260"]}, ) ], paths={""}, @@ -665,6 +672,37 @@ class TestOutputEngine(unittest.TestCase): "Page 2" ) + PDF_OUTPUT_2 = ( + "4. List of Vulnerabilities with different metric" + "The table given below gives CVE found with there score on different metrics." + "CVE Number" + "CVSS_version" + "CVSS_score" + "EPSS_propability" + "EPSS_percentile" + "CVE-1234-1234" + "2" + "4.2" + "69.32" + "0.2938" + "CVE-1234-1234" + "2" + "1.2" + "6.084" + "0.7936" + "CVE-1234-1234" + "3" + "2.5" + "16.46" + "0.3955" + "CVE-1234-1234" + "2" + "7.5" + "20.59" + "0.09260" + "Page 3" + ) + VEX_FORMATTED_OUTPUT = [ { "bomFormat": "CycloneDX", @@ -864,6 +902,7 @@ def test_output_pdf(self): # Only interested in section 3 of the report which contains table of CVEs. This is on the second page page = pdf[1] # Find start of section 3 header + section2_start = page.find("3. List of Identified Vulnerabilities") self.assertEqual( page[section2_start:] @@ -874,6 +913,17 @@ def test_output_pdf(self): self.PDF_OUTPUT.replace(" ", ""), ) + page = pdf[2] + section2_start = page.find("4. List of Vulnerabilities with different metric") + self.assertEqual( + page[section2_start:] + .replace(" ", "") + .replace("\r", "") + .replace("\n", "") + .strip(), + self.PDF_OUTPUT_2.replace(" ", ""), + ) + def test_output_console(self): """Test Formatting Output as console""" From 1cd48a29018869715b56f5c60cb305f6eb6fd7e3 Mon Sep 17 00:00:00 2001 From: rhythmrx9 <33546975+rhythmrx9@users.noreply.github.com> Date: Tue, 15 Aug 2023 04:57:33 +0530 Subject: [PATCH 5/5] fix: handling of product versions and vendor name guessing (#3225) removed use of `ECOSYSTEM` versions, and corrected vendor name guessing from package name. fixes #3200 --- cve_bin_tool/data_sources/osv_source.py | 22 ++++++++++++++-------- test/test_source_osv.py | 19 +++++++++++++++---- 2 files changed, 29 insertions(+), 12 deletions(-) diff --git a/cve_bin_tool/data_sources/osv_source.py b/cve_bin_tool/data_sources/osv_source.py index 4150492fe5..04cf9c2315 100644 --- a/cve_bin_tool/data_sources/osv_source.py +++ b/cve_bin_tool/data_sources/osv_source.py @@ -297,7 +297,9 @@ def format_data(self, all_cve_entries): vendor = ( "unknown" # OSV Schema does not provide vendor names for packages ) - if "/" in product and "github": + if ( + "github.com/" in product + ): # if package name is of format github.com/xxxx/yyyy xxxx can be vendor name and yyyy is package name vendor = product.split("/")[-2] # trying to guess vendor name product = product.split("/")[-1] @@ -314,7 +316,7 @@ def format_data(self, all_cve_entries): events = None for ranges in package.get("ranges", []): - if ranges["type"] != "GIT": + if ranges["type"] == "SEMVER": events = ranges["events"] if events is None: @@ -323,10 +325,12 @@ def format_data(self, all_cve_entries): if versions == []: continue - affected["versionStartIncluding"] = versions[0] - affected["versionEndIncluding"] = versions[-1] + version_affected = affected.copy() - affected_data.append(affected) + version_affected["versionStartIncluding"] = versions[0] + version_affected["versionEndIncluding"] = versions[-1] + + affected_data.append(version_affected) else: introduced = None fixed = None @@ -338,12 +342,14 @@ def format_data(self, all_cve_entries): fixed = event.get("fixed") if fixed is not None: - affected["versionStartIncluding"] = introduced - affected["versionEndExcluding"] = fixed + range_affected = affected.copy() + + range_affected["versionStartIncluding"] = introduced + range_affected["versionEndExcluding"] = fixed fixed = None - affected_data.append(affected) + affected_data.append(range_affected) return severity_data, affected_data diff --git a/test/test_source_osv.py b/test/test_source_osv.py index 74ac1c736c..90cba79889 100644 --- a/test/test_source_osv.py +++ b/test/test_source_osv.py @@ -155,7 +155,18 @@ def teardown_class(cls): "CVSS_vector": "unknown", "last_modified": "2021-09-26T23:33:39.795406Z", }, - "affected_data": [], + "affected_data": [ + { + "cve_id": "CVE-2018-20133", + "vendor": "unknown", + "product": "ymlref", + "version": "*", + "versionStartIncluding": "0.1.0", + "versionStartExcluding": "", + "versionEndIncluding": "0.1.1", + "versionEndExcluding": "", + } + ], }, "CVE-2014-5461": { "severity_data": { @@ -173,10 +184,10 @@ def teardown_class(cls): "vendor": "unknown", "product": "lua5.1", "version": "*", - "versionStartIncluding": "0", + "versionStartIncluding": "5.1.4-5", "versionStartExcluding": "", - "versionEndIncluding": "", - "versionEndExcluding": "5.1.4-5+deb6u1", + "versionEndIncluding": "5.1.4-5", + "versionEndExcluding": "", } ], },