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Python: Add support for threat models #17203

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5ec8e5d
Python: Setup support for threat-models
RasmusWL Aug 9, 2024
766dcc4
ThreatModels: Expose `knownThreatModel`
RasmusWL Aug 9, 2024
617ab27
Python: Add test showing default active threat-models
RasmusWL Aug 9, 2024
8f7dec0
Python: Remove 'response' from default threat-models
RasmusWL Aug 9, 2024
528f08f
Python: Make queries use ActiveThreatModelSource
RasmusWL Aug 9, 2024
b9239d7
Python: Add basic support for environment/commandargs threat-models
RasmusWL Aug 9, 2024
56c85ff
Python: Fixup threat-models for `os.environ.get()`
RasmusWL Aug 9, 2024
e1801f3
Python: Proper threat-model handling for argparse
RasmusWL Aug 9, 2024
66f389a
Python: Model stdin thread-model
RasmusWL Aug 9, 2024
d245db5
Python: Model `file` threat-model
RasmusWL Aug 12, 2024
7483075
Python: Fixup modeling of `os.open`
RasmusWL Aug 13, 2024
8d8cd05
Python: Add basic support for `database` threat-model
RasmusWL Aug 16, 2024
a0b24d6
Python: Add e2e threat-model test
RasmusWL Aug 16, 2024
0ccb5b1
Python: Add change-note
RasmusWL Aug 16, 2024
7d3793e
Docs: Update threat-model list to include Python
RasmusWL Aug 19, 2024
333367c
Python: Add threat-modeling of `raw_input`
RasmusWL Aug 16, 2024
cbebf7b
Python: Additional threatModelSource annotations
RasmusWL Aug 16, 2024
5ff7b65
Python: Add links to threat-model docs
RasmusWL Aug 30, 2024
e35c2b2
Docs: Include 'Threat models' for Python
RasmusWL Sep 10, 2024
e11bfc2
Docs: Fix link
RasmusWL Sep 10, 2024
4a21a85
Merge branch 'main' into threat-models
RasmusWL Sep 23, 2024
535db98
Python: Minor simplification of `ActiveThreatModelSource`
RasmusWL Sep 23, 2024
431a1af
Merge branch 'main' into threat-models
RasmusWL Sep 26, 2024
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Original file line number Diff line number Diff line change
Expand Up @@ -427,7 +427,7 @@ Kinds
Source kinds
~~~~~~~~~~~~

- **remote**: A generic source of remote flow. Most taint-tracking queries will use such a source. Currently this is the only supported source kind.
See documentation below for :ref:`Threat models <threat-models-python>`.

Sink kinds
~~~~~~~~~~
Expand All @@ -449,3 +449,10 @@ Summary kinds

- **taint**: A summary that propagates taint. This means the output is not necessarily equal to the input, but it was derived from the input in an unrestrictive way. An attacker who controls the input will have significant control over the output as well.
- **value**: A summary that preserves the value of the input or creates a copy of the input such that all of its object properties are preserved.

.. _threat-models-python:

Threat models
-------------

.. include:: ../reusables/threat-model-description.rst
2 changes: 1 addition & 1 deletion docs/codeql/reusables/beta-note-threat-models.rst
Original file line number Diff line number Diff line change
Expand Up @@ -2,4 +2,4 @@

Note

Threat models are currently in beta and subject to change. During the beta, threat models are supported only by Java and C# analysis.
Threat models are currently in beta and subject to change. During the beta, threat models are supported only by Java, C# and Python analysis.
4 changes: 4 additions & 0 deletions python/ql/lib/change-notes/2024-08-16-threat-models.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,4 @@
---
category: feature
---
* Added support for custom threat-models, which can be used in most of our taint-tracking queries, see our [documentation](https://docs.github.com/en/code-security/code-scanning/creating-an-advanced-setup-for-code-scanning/customizing-your-advanced-setup-for-code-scanning#extending-codeql-coverage-with-threat-models) for more details.
8 changes: 8 additions & 0 deletions python/ql/lib/ext/default-threat-models-fixup.model.yml
Original file line number Diff line number Diff line change
@@ -0,0 +1,8 @@
extensions:
- addsTo:
pack: codeql/threat-models
extensible: threatModelConfiguration
data:
# Since responses are enabled by default in the shared threat-models configuration,
# we need to disable it here to keep existing behavior for the python analysis.
- ["response", false, -2147483647]
2 changes: 2 additions & 0 deletions python/ql/lib/qlpack.yml
Original file line number Diff line number Diff line change
Expand Up @@ -9,10 +9,12 @@ dependencies:
codeql/dataflow: ${workspace}
codeql/mad: ${workspace}
codeql/regex: ${workspace}
codeql/threat-models: ${workspace}
codeql/tutorial: ${workspace}
codeql/util: ${workspace}
codeql/xml: ${workspace}
codeql/yaml: ${workspace}
dataExtensions:
- semmle/python/frameworks/**/*.model.yml
- ext/*.model.yml
warnOnImplicitThis: true
56 changes: 56 additions & 0 deletions python/ql/lib/semmle/python/Concepts.qll
Original file line number Diff line number Diff line change
Expand Up @@ -10,6 +10,62 @@ private import semmle.python.dataflow.new.RemoteFlowSources
private import semmle.python.dataflow.new.TaintTracking
private import semmle.python.Frameworks
private import semmle.python.security.internal.EncryptionKeySizes
private import codeql.threatmodels.ThreatModels

/**
* A data flow source, for a specific threat-model.
*
* Extend this class to refine existing API models. If you want to model new APIs,
* extend `ThreatModelSource::Range` instead.
*/
class ThreatModelSource extends DataFlow::Node instanceof ThreatModelSource::Range {
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Might I suggest the name FlowSource for this class? It seems consistent with C++ and Swift at least, and it works nicely with RemoteFlowSource being a special case of it.

Then we could rename ActiveThreatModelSource to ThreatModelFlowSource to be consistent with other languages. I do agree that the "active" prefix makes sense, but given that this will be the new go-to thing to use in isSource() predicates it seems that we really do want consistency for that class name.

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I've persuaded @michaelnebel to be in favor of ActiveThreatModelSource, so I've just filed a PR to make the existing languages use that as well 👍 #17424

FlowSource

Regarding renaming to FlowSource, I've tried to do that here: RasmusWL@dec5daa

I'm slightly hesitant to accept it, I can't quite put my finger on it, but I think it's because it's so generic that name could be used to capture the set of sources for any data-flow/taint-tracking configuration, no matter the logic, whereas ThreatModelSource seem to convey a more specific meaning to me.

I realize that your suggestion probably fits pretty well with current naming in C#/Java/Go with SourceNode and C++/Swift with FlowSource 🤔 Maybe I'll see if anyone comes with a convincing argument during next round of review, otherwise it looks like I should just disagree-and-commit.

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Whatever we do we ought to treat the naming of the two classes as a single decision; not something where we try to make a decision for each class in isolation.

The proposed rename to FlowSource made sense when the other class would be called ThreatModelFlowSource; but it doesn't work so so nicely with ActiveThreatModelSource. I'd prefer the combination ThreatModelSource/ActiveThreatModelSource over FlowSource/ActiveThreatModelSource.

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Alright, I'm feeling strongly in favor of ActiveThreatModelSource, so it seems like I won't add the FlowSource commit 👍

/**
* Gets a string that represents the source kind with respect to threat modeling.
*
* See
* - https://github.com/github/codeql/blob/main/docs/codeql/reusables/threat-model-description.rst
* - https://github.com/github/codeql/blob/main/shared/threat-models/ext/threat-model-grouping.model.yml
*/
string getThreatModel() { result = super.getThreatModel() }

/** Gets a string that describes the type of this threat-model source. */
string getSourceType() { result = super.getSourceType() }
}

/** Provides a class for modeling new sources for specific threat-models. */
module ThreatModelSource {
/**
* A data flow source, for a specific threat-model.
*
* Extend this class to model new APIs. If you want to refine existing API models,
* extend `ThreatModelSource` instead.
*/
abstract class Range extends DataFlow::Node {
/**
* Gets a string that represents the source kind with respect to threat modeling.
*
* See
* - https://github.com/github/codeql/blob/main/docs/codeql/reusables/threat-model-description.rst
* - https://github.com/github/codeql/blob/main/shared/threat-models/ext/threat-model-grouping.model.yml
*/
abstract string getThreatModel();

/** Gets a string that describes the type of this threat-model source. */
abstract string getSourceType();
}
}

/**
* A data flow source that is enabled in the current threat model configuration.
*/
class ActiveThreatModelSource extends ThreatModelSource {
ActiveThreatModelSource() {
exists(string kind |
currentThreatModel(kind) and
this.getThreatModel() = kind
)
}
}

/**
* A data-flow node that executes an operating system command,
Expand Down
10 changes: 3 additions & 7 deletions python/ql/lib/semmle/python/dataflow/new/RemoteFlowSources.qll
Original file line number Diff line number Diff line change
Expand Up @@ -15,10 +15,7 @@ private import semmle.python.Concepts
* Extend this class to refine existing API models. If you want to model new APIs,
* extend `RemoteFlowSource::Range` instead.
*/
class RemoteFlowSource extends DataFlow::Node instanceof RemoteFlowSource::Range {
/** Gets a string that describes the type of this remote flow source. */
string getSourceType() { result = super.getSourceType() }
}
class RemoteFlowSource extends ThreatModelSource instanceof RemoteFlowSource::Range { }

/** Provides a class for modeling new sources of remote user input. */
module RemoteFlowSource {
Expand All @@ -28,8 +25,7 @@ module RemoteFlowSource {
* Extend this class to model new APIs. If you want to refine existing API models,
* extend `RemoteFlowSource` instead.
*/
abstract class Range extends DataFlow::Node {
/** Gets a string that describes the type of this remote flow source. */
abstract string getSourceType();
abstract class Range extends ThreatModelSource::Range {
override string getThreatModel() { result = "remote" }
}
}
18 changes: 18 additions & 0 deletions python/ql/lib/semmle/python/frameworks/PEP249.qll
Original file line number Diff line number Diff line change
Expand Up @@ -81,6 +81,24 @@ module PEP249 {
}
}

/** A call to a method that fetches rows from a previous execution. */
private class FetchMethodCall extends ThreatModelSource::Range, API::CallNode {
FetchMethodCall() {
exists(API::Node start |
start instanceof DatabaseCursor or start instanceof DatabaseConnection
|
// note: since we can't currently provide accesspaths for sources, these are all
// lumped together, although clearly the fetchmany/fetchall returns a
// list/iterable with rows.
this = start.getMember(["fetchone", "fetchmany", "fetchall"]).getACall()
)
}

override string getThreatModel() { result = "database" }

override string getSourceType() { result = "cursor.fetch*()" }
}

// ---------------------------------------------------------------------------
// asyncio implementations
// ---------------------------------------------------------------------------
Expand Down
29 changes: 29 additions & 0 deletions python/ql/lib/semmle/python/frameworks/Stdlib.model.yml
Original file line number Diff line number Diff line change
@@ -0,0 +1,29 @@
extensions:
- addsTo:
pack: codeql/python-all
extensible: sourceModel
data:
- ['os', 'Member[getenv].ReturnValue', 'environment']
- ['os', 'Member[getenvb].ReturnValue', 'environment']
- ['os', 'Member[environ]', 'environment']
- ['os', 'Member[environb]', 'environment']
- ['posix', 'Member[environ]', 'environment']

- ['sys', 'Member[argv]', 'commandargs']
- ['sys', 'Member[orig_argv]', 'commandargs']

- ['sys', 'Member[stdin]', 'stdin']
- ['builtins', 'Member[input].ReturnValue', 'stdin']
- ['builtins', 'Member[raw_input].ReturnValue', 'stdin'] # python 2 only


# if no argument is given, the default is to use sys.argv[1:]
- ['argparse.ArgumentParser', 'Member[parse_args,parse_known_args].WithArity[0].ReturnValue', 'commandargs']

- ['os', 'Member[read].ReturnValue', 'file']
- addsTo:
pack: codeql/python-all
extensible: summaryModel
data:
- ['argparse.ArgumentParser', 'Member[parse_args,parse_known_args]', 'Argument[0,args:]', 'ReturnValue', 'taint']
# note: taint of attribute lookups is handled in QL
50 changes: 46 additions & 4 deletions python/ql/lib/semmle/python/frameworks/Stdlib.qll
Original file line number Diff line number Diff line change
Expand Up @@ -338,7 +338,7 @@ module StdlibPrivate {
* Modeling of path related functions in the `os` module.
* Wrapped in QL module to make it easy to fold/unfold.
*/
private module OsFileSystemAccessModeling {
module OsFileSystemAccessModeling {
/**
* A call to the `os.fsencode` function.
*
Expand Down Expand Up @@ -395,7 +395,7 @@ module StdlibPrivate {
*
* See https://docs.python.org/3/library/os.html#os.open
*/
private class OsOpenCall extends FileSystemAccess::Range, DataFlow::CallCfgNode {
class OsOpenCall extends FileSystemAccess::Range, DataFlow::CallCfgNode {
OsOpenCall() { this = os().getMember("open").getACall() }

override DataFlow::Node getAPathArgument() {
Expand Down Expand Up @@ -1499,13 +1499,22 @@ module StdlibPrivate {
* See https://docs.python.org/3/library/functions.html#open
*/
private class OpenCall extends FileSystemAccess::Range, Stdlib::FileLikeObject::InstanceSource,
DataFlow::CallCfgNode
ThreatModelSource::Range, DataFlow::CallCfgNode
{
OpenCall() { this = getOpenFunctionRef().getACall() }
OpenCall() {
this = getOpenFunctionRef().getACall() and
// when analyzing stdlib code for os.py we wrongly assume that `os.open` is an
// alias of the builtins `open` function
not this instanceof OsFileSystemAccessModeling::OsOpenCall
}

override DataFlow::Node getAPathArgument() {
result in [this.getArg(0), this.getArgByName("file")]
}

override string getThreatModel() { result = "file" }

override string getSourceType() { result = "open()" }
}

/**
Expand Down Expand Up @@ -4989,6 +4998,39 @@ module StdlibPrivate {

override string getKind() { result = Escaping::getHtmlKind() }
}

// ---------------------------------------------------------------------------
// argparse
// ---------------------------------------------------------------------------
/**
* if result of `parse_args` is tainted (because it uses command-line arguments),
* then the parsed values accesssed on any attribute lookup is also tainted.
*/
private class ArgumentParserAnyAttributeStep extends TaintTracking::AdditionalTaintStep {
override predicate step(DataFlow::Node nodeFrom, DataFlow::Node nodeTo) {
nodeFrom =
API::moduleImport("argparse")
.getMember("ArgumentParser")
.getReturn()
.getMember("parse_args")
.getReturn()
.getAValueReachableFromSource() and
nodeTo.(DataFlow::AttrRead).getObject() = nodeFrom
}
}

// ---------------------------------------------------------------------------
// sys
// ---------------------------------------------------------------------------
/**
* An access of `sys.stdin`/`sys.stdout`/`sys.stderr`, to get additional FileLike
* modeling.
*/
private class SysStandardStreams extends Stdlib::FileLikeObject::InstanceSource, DataFlow::Node {
SysStandardStreams() {
this = API::moduleImport("sys").getMember(["stdin", "stdout", "stderr"]).asSource()
}
}
}

// ---------------------------------------------------------------------------
Expand Down
13 changes: 9 additions & 4 deletions python/ql/lib/semmle/python/frameworks/data/ModelsAsData.qll
Original file line number Diff line number Diff line change
Expand Up @@ -18,14 +18,19 @@ private import semmle.python.dataflow.new.RemoteFlowSources
private import semmle.python.dataflow.new.DataFlow
private import semmle.python.ApiGraphs
private import semmle.python.dataflow.new.FlowSummary
private import semmle.python.Concepts

/**
* A remote flow source originating from a CSV source row.
* A threat-model flow source originating from a data extension.
*/
private class RemoteFlowSourceFromCsv extends RemoteFlowSource::Range {
RemoteFlowSourceFromCsv() { this = ModelOutput::getASourceNode("remote").asSource() }
private class ThreatModelSourceFromDataExtension extends ThreatModelSource::Range {
ThreatModelSourceFromDataExtension() { this = ModelOutput::getASourceNode(_).asSource() }

override string getSourceType() { result = "Remote flow (from model)" }
override string getThreatModel() { this = ModelOutput::getASourceNode(result).asSource() }

override string getSourceType() {
result = "Source node (" + this.getThreatModel() + ") [from data-extension]"
}
}

private class SummarizedCallableFromModel extends SummarizedCallable {
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -33,9 +33,14 @@ module CodeInjection {
abstract class Sanitizer extends DataFlow::Node { }

/**
* A source of remote user input, considered as a flow source.
* DEPRECATED: Use `ActiveThreatModelSource` from Concepts instead!
*/
class RemoteFlowSourceAsSource extends Source, RemoteFlowSource { }
deprecated class RemoteFlowSourceAsSource = ActiveThreatModelSourceAsSource;

/**
* An active threat-model source, considered as a flow source.
*/
private class ActiveThreatModelSourceAsSource extends Source, ActiveThreatModelSource { }

/**
* A code execution, considered as a flow sink.
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -33,9 +33,14 @@ module CommandInjection {
abstract class Sanitizer extends DataFlow::Node { }

/**
* A source of remote user input, considered as a flow source.
* DEPRECATED: Use `ActiveThreatModelSource` from Concepts instead!
*/
class RemoteFlowSourceAsSource extends Source, RemoteFlowSource { }
deprecated class RemoteFlowSourceAsSource = ActiveThreatModelSourceAsSource;

/**
* An active threat-model source, considered as a flow source.
*/
private class ActiveThreatModelSourceAsSource extends Source, ActiveThreatModelSource { }

/**
* A command execution, considered as a flow sink.
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -31,9 +31,14 @@ module CookieInjection {
abstract class Sanitizer extends DataFlow::Node { }

/**
* A source of remote user input, considered as a flow source.
* DEPRECATED: Use `ActiveThreatModelSource` from Concepts instead!
*/
class RemoteFlowSourceAsSource extends Source, RemoteFlowSource { }
deprecated class RemoteFlowSourceAsSource = ActiveThreatModelSourceAsSource;

/**
* An active threat-model source, considered as a flow source.
*/
private class ActiveThreatModelSourceAsSource extends Source, ActiveThreatModelSource { }

/**
* A write to a cookie, considered as a sink.
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -32,9 +32,14 @@ module HttpHeaderInjection {
abstract class Sanitizer extends DataFlow::Node { }

/**
* A source of remote user input, considered as a flow source.
* DEPRECATED: Use `ActiveThreatModelSource` from Concepts instead!
*/
class RemoteFlowSourceAsSource extends Source, RemoteFlowSource { }
deprecated class RemoteFlowSourceAsSource = ActiveThreatModelSourceAsSource;

/**
* An active threat-model source, considered as a flow source.
*/
private class ActiveThreatModelSourceAsSource extends Source, ActiveThreatModelSource { }

/**
* A HTTP header write, considered as a flow sink.
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -42,9 +42,14 @@ module LdapInjection {
abstract class FilterSanitizer extends DataFlow::Node { }

/**
* A source of remote user input, considered as a flow source.
* DEPRECATED: Use `ActiveThreatModelSource` from Concepts instead!
*/
class RemoteFlowSourceAsSource extends Source, RemoteFlowSource { }
deprecated class RemoteFlowSourceAsSource = ActiveThreatModelSourceAsSource;

/**
* An active threat-model source, considered as a flow source.
*/
private class ActiveThreatModelSourceAsSource extends Source, ActiveThreatModelSource { }

/**
* A logging operation, considered as a flow sink.
Expand Down
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