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Changed requirements.txt

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Changed /usr/bin to /usr/local/bin

Signed-off-by: Jeroen Oudshoorn <oudshoorn.jeroen@gmail.com>
This commit is contained in:
Jeroen Oudshoorn
2023-07-19 11:41:20 +02:00
committed by Jeroen Oudshoorn
parent 544314b88c
commit 1b710bff99
8 changed files with 37 additions and 28 deletions
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14
Makefile
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@ -14,17 +14,17 @@ install:
curl https://releases.hashicorp.com/packer/$(PACKER_VERSION)/packer_$(PACKER_VERSION)_linux_amd64.zip -o /tmp/packer.zip curl https://releases.hashicorp.com/packer/$(PACKER_VERSION)/packer_$(PACKER_VERSION)_linux_amd64.zip -o /tmp/packer.zip
unzip /tmp/packer.zip -d /tmp unzip /tmp/packer.zip -d /tmp
sudo mv /tmp/packer /usr/bin/packer sudo mv /tmp/packer /usr/bin/packer
git clone https://github.com/solo-io/packer-builder-arm-image /tmp/packer-builder-arm-image git clone https://github.com/solo-io/packer-plugin-arm-image /tmp/packer-plugin-arm-image
cd /tmp/packer-builder-arm-image && go get -d ./... && go build cd /tmp/packer-plugin-arm-image && go get -d ./... && go build
sudo cp /tmp/packer-builder-arm-image/packer-builder-arm-image /usr/bin sudo cp /tmp/packer-plugin-arm-image/packer-plugin-arm-image /usr/bin
image: image:
cd builder && sudo /usr/bin/packer build -var "pwn_hostname=$(PWN_HOSTNAME)" -var "pwn_version=$(PWN_VERSION)" pwnagotchi.json cd builder && sudo /usr/bin/packer build -var "pwn_hostname=$(PWN_HOSTNAME)" -var "pwn_version=$(PWN_VERSION)" pwnagotchi.json
sudo mv builder/output-pwnagotchi/image pwnagotchi-raspbian-lite-$(PWN_VERSION).img sudo mv builder/output-pwnagotchi/image pwnagotchi-raspberrypi-os-lite-$(PWN_VERSION).img
sudo sha256sum pwnagotchi-raspbian-lite-$(PWN_VERSION).img > pwnagotchi-raspbian-lite-$(PWN_VERSION).sha256 sudo sha256sum pwnagotchi-raspberrypi-os-lite-$(PWN_VERSION).img > pwnagotchi-raspberrypi-os-lite-$(PWN_VERSION).sha256
sudo zip pwnagotchi-raspbian-lite-$(PWN_VERSION).zip pwnagotchi-raspbian-lite-$(PWN_VERSION).sha256 pwnagotchi-raspbian-lite-$(PWN_VERSION).img sudo zip pwnagotchi-raspberrypi-os-lite-$(PWN_VERSION).zip pwnagotchi-raspberrypi-os-lite-$(PWN_VERSION).sha256 pwnagotchi-raspberrypi-os-lite-$(PWN_VERSION).img
clean: clean:
rm -rf /tmp/packer-builder-arm-image rm -rf /tmp/packer-builder-arm-image
rm -f pwnagotchi-raspbian-lite-*.zip pwnagotchi-raspbian-lite-*.img pwnagotchi-raspbian-lite-*.sha256 rm -f pwnagotchi-raspberrypi-os-lite-*.zip pwnagotchi-raspberrypi-os-lite-*.img pwnagotchi-raspberrypi-os-lite-*.sha256
rm -rf builder/output-pwnagotchi builder/packer_cache rm -rf builder/output-pwnagotchi builder/packer_cache

22
README.md
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@ -1,6 +1,6 @@
# Pwnagotchi # Pwnagotchi
<p align="center"> <p>
<a href="https://github.com/evilsocket/pwnagotchi/releases/latest"><img alt="Release" src="https://img.shields.io/github/release/evilsocket/pwnagotchi.svg?style=flat-square"></a> <a href="https://github.com/evilsocket/pwnagotchi/releases/latest"><img alt="Release" src="https://img.shields.io/github/release/evilsocket/pwnagotchi.svg?style=flat-square"></a>
<a href="https://github.com/evilsocket/pwnagotchi/blob/master/LICENSE.md"><img alt="Software License" src="https://img.shields.io/badge/license-GPL3-brightgreen.svg?style=flat-square"></a> <a href="https://github.com/evilsocket/pwnagotchi/blob/master/LICENSE.md"><img alt="Software License" src="https://img.shields.io/badge/license-GPL3-brightgreen.svg?style=flat-square"></a>
<a href="https://github.com/evilsocket/pwnagotchi/graphs/contributors"><img alt="Contributors" src="https://img.shields.io/github/contributors/evilsocket/pwnagotchi"/></a> <a href="https://github.com/evilsocket/pwnagotchi/graphs/contributors"><img alt="Contributors" src="https://img.shields.io/github/contributors/evilsocket/pwnagotchi"/></a>
@ -10,16 +10,16 @@
<a href="https://twitter.com/intent/follow?screen_name=pwnagotchi"><img src="https://img.shields.io/twitter/follow/pwnagotchi?style=social&logo=twitter" alt="follow on Twitter"></a> <a href="https://twitter.com/intent/follow?screen_name=pwnagotchi"><img src="https://img.shields.io/twitter/follow/pwnagotchi?style=social&logo=twitter" alt="follow on Twitter"></a>
</p> </p>
[Pwnagotchi](https://pwnagotchi.ai/) is an [A2C](https://hackernoon.com/intuitive-rl-intro-to-advantage-actor-critic-a2c-4ff545978752)-based "AI" leveraging [bettercap](https://www.bettercap.org/) that learns from its surrounding WiFi environment to maximize the crackable WPA key material it captures (either passively, or by performing authentication and association attacks). This material is collected as PCAP files containing any form of handshake supported by [hashcat](https://hashcat.net/hashcat/), including [PMKIDs](https://www.evilsocket.net/2019/02/13/Pwning-WiFi-networks-with-bettercap-and-the-PMKID-client-less-attack/), [Pwnagotchi](https://pwnagotchi.ai/) is an [A2C](https://hackernoon.com/intuitive-rl-intro-to-advantage-actor-critic-a2c-4ff545978752)-based "AI" leveraging [bettercap](https://www.bettercap.org/) that learns from its surrounding Wi-Fi environment to maximize the crackable WPA key material it captures (either passively, or by performing authentication and association attacks). This material is collected as PCAP files containing any form of handshake supported by [hashcat](https://hashcat.net/hashcat/), including [PMKIDs](https://www.evilsocket.net/2019/02/13/Pwning-WiFi-networks-with-bettercap-and-the-PMKID-client-less-attack/),
full and half WPA handshakes. full and half WPA handshakes.
![ui](https://i.imgur.com/X68GXrn.png) ![ui](https://i.imgur.com/X68GXrn.png)
Instead of merely playing [Super Mario or Atari games](https://becominghuman.ai/getting-mario-back-into-the-gym-setting-up-super-mario-bros-in-openais-gym-8e39a96c1e41?gi=c4b66c3d5ced) like most reinforcement learning-based "AI" *(yawn)*, Pwnagotchi tunes [its parameters](https://github.com/evilsocket/pwnagotchi/blob/master/pwnagotchi/defaults.toml) over time to **get better at pwning WiFi things to** in the environments you expose it to. Instead of merely playing [Super Mario or Atari games](https://becominghuman.ai/getting-mario-back-into-the-gym-setting-up-super-mario-bros-in-openais-gym-8e39a96c1e41?gi=c4b66c3d5ced) like most reinforcement learning-based "AI" *(yawn)*, Pwnagotchi tunes [its parameters](https://github.com/evilsocket/pwnagotchi/blob/master/pwnagotchi/defaults.toml) over time to **get better at pwning Wi-Fi things to** in the environments you expose it to.
More specifically, Pwnagotchi is using an [LSTM with MLP feature extractor](https://stable-baselines.readthedocs.io/en/master/modules/policies.html#stable_baselines.common.policies.MlpLstmPolicy) as its policy network for the [A2C agent](https://stable-baselines.readthedocs.io/en/master/modules/a2c.html). If you're unfamiliar with A2C, here is [a very good introductory explanation](https://hackernoon.com/intuitive-rl-intro-to-advantage-actor-critic-a2c-4ff545978752) (in comic form!) of the basic principles behind how Pwnagotchi learns. (You can read more about how Pwnagotchi learns in the [Usage](https://www.pwnagotchi.ai/usage/#training-the-ai) doc.) More specifically, Pwnagotchi is using an [LSTM with MLP feature extractor](https://stable-baselines.readthedocs.io/en/master/modules/policies.html#stable_baselines.common.policies.MlpLstmPolicy) as its policy network for the [A2C agent](https://stable-baselines.readthedocs.io/en/master/modules/a2c.html). If you're unfamiliar with A2C, here is [a very good introductory explanation](https://hackernoon.com/intuitive-rl-intro-to-advantage-actor-critic-a2c-4ff545978752) (in comic form!) of the basic principles behind how Pwnagotchi learns. (You can read more about how Pwnagotchi learns in the [Usage](https://www.pwnagotchi.ai/usage/#training-the-ai) doc.)
**Keep in mind:** Unlike the usual RL simulations, Pwnagotchi learns over time. Time for a Pwnagotchi is measured in epochs; a single epoch can last from a few seconds to minutes, depending on how many access points and client stations are visible. Do not expect your Pwnagotchi to perform amazingly well at the very beginning, as it will be [exploring](https://hackernoon.com/intuitive-rl-intro-to-advantage-actor-critic-a2c-4ff545978752) several combinations of [key parameters](https://www.pwnagotchi.ai/usage/#training-the-ai) to determine ideal adjustments for pwning the particular environment you are exposing it to during its beginning epochs ... but ** listen to your Pwnagotchi when it tells you it's boring!** Bring it into novel WiFi environments with you and have it observe new networks and capture new handshakes—and you'll see. :) **Keep in mind:** Unlike the usual RL simulations, Pwnagotchi learns over time. Time for a Pwnagotchi is measured in epochs; a single epoch can last from a few seconds to minutes, depending on how many access points and client stations are visible. Do not expect your Pwnagotchi to perform amazingly well at the very beginning, as it will be [exploring](https://hackernoon.com/intuitive-rl-intro-to-advantage-actor-critic-a2c-4ff545978752) several combinations of [key parameters](https://www.pwnagotchi.ai/usage/#training-the-ai) to determine ideal adjustments for pwning the particular environment you are exposing it to during its beginning epochs ... but ** listen to your Pwnagotchi when it tells you it's boring!** Bring it into novel Wi-Fi environments with you and have it observe new networks and capture new handshakes—and you'll see. :)
Multiple units within close physical proximity can "talk" to each other, advertising their presence to each other by broadcasting custom information elements using a parasite protocol I've built on top of the existing dot11 standard. Over time, two or more units trained together will learn to cooperate upon detecting each other's presence by dividing the available channels among them for optimal pwnage. Multiple units within close physical proximity can "talk" to each other, advertising their presence to each other by broadcasting custom information elements using a parasite protocol I've built on top of the existing dot11 standard. Over time, two or more units trained together will learn to cooperate upon detecting each other's presence by dividing the available channels among them for optimal pwnage.
@ -29,13 +29,13 @@ https://www.pwnagotchi.ai
## Links ## Links
&nbsp; | Official Links | &nbsp; | Official Links |
---------|------- |-----------|-------------------------------------------------------------|
Website | [pwnagotchi.ai](https://pwnagotchi.ai/) | Website | [pwnagotchi.ai](https://pwnagotchi.ai/) |
Forum | [community.pwnagotchi.ai](https://community.pwnagotchi.ai/) | Forum | [community.pwnagotchi.ai](https://community.pwnagotchi.ai/) |
Slack | [pwnagotchi.slack.com](https://invite.pwnagotchi.ai/) | Slack | [pwnagotchi.slack.com](https://invite.pwnagotchi.ai/) |
Subreddit | [r/pwnagotchi](https://www.reddit.com/r/pwnagotchi/) | Subreddit | [r/pwnagotchi](https://www.reddit.com/r/pwnagotchi/) |
Twitter | [@pwnagotchi](https://twitter.com/pwnagotchi) | Twitter | [@pwnagotchi](https://twitter.com/pwnagotchi) |
## License ## License

2
builder/data/etc/systemd/system/pwngrid-peer.service
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@ -7,7 +7,7 @@ After=bettercap.service
[Service] [Service]
Type=simple Type=simple
PermissionsStartOnly=true PermissionsStartOnly=true
ExecStart=/usr/bin/pwngrid -keys /etc/pwnagotchi -address 127.0.0.1:8666 -client-token /root/.api-enrollment.json -wait -log /var/log/pwngrid-peer.log -iface mon0 ExecStart=/usr/local/bin/pwngrid -keys /etc/pwnagotchi -address 127.0.0.1:8666 -client-token /root/.api-enrollment.json -wait -log /var/log/pwngrid-peer.log -iface mon0
Restart=always Restart=always
RestartSec=30 RestartSec=30

4
builder/data/usr/bin/bettercap-launcher
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@ -22,7 +22,7 @@ fi
start_monitor_interface start_monitor_interface
if is_auto_mode_no_delete; then if is_auto_mode_no_delete; then
/usr/bin/bettercap -no-colors -caplet pwnagotchi-auto -iface mon0 /usr/local/bin/bettercap -no-colors -caplet pwnagotchi-auto -iface mon0
else else
/usr/bin/bettercap -no-colors -caplet pwnagotchi-manual -iface mon0 /usr/local/bin/bettercap -no-colors -caplet pwnagotchi-manual -iface mon0
fi fi

3
builder/data/usr/bin/pwnlib
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@ -33,7 +33,8 @@ reload_brcm() {
# starts mon0 # starts mon0
start_monitor_interface() { start_monitor_interface() {
iw phy "$(iw phy | head -1 | cut -d" " -f2)" interface add mon0 type monitor && ifconfig mon0 up rfkill unblock all
ifconfig wlan0 up && iw phy "$(iw phy | head -1 | cut -d" " -f2)" interface add mon0 type monitor && ifconfig mon0 up
} }
# stops mon0 # stops mon0

4
builder/pwnagotchi.json
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@ -3,8 +3,8 @@
{ {
"name": "pwnagotchi", "name": "pwnagotchi",
"type": "arm-image", "type": "arm-image",
"iso_url": "https://downloads.raspberrypi.org/raspbian_lite/images/raspbian_lite-2019-07-12/2019-07-10-raspbian-buster-lite.zip", "iso_url": "https://downloads.raspberrypi.org/raspios_oldstable_lite_armhf/images/raspios_oldstable_lite_armhf-2022-04-07/2022-04-04-raspios-buster-armhf-lite.img.xz",
"iso_checksum": "9e5cf24ce483bb96e7736ea75ca422e3560e7b455eee63dd28f66fa1825db70e", "iso_checksum": "42fd907a0da36b8a8ce9db9cd1cb77746b6a10c4b77f8d0ae0b8065a3b358a37",
"last_partition_extra_size": 3221225472 "last_partition_extra_size": 3221225472
} }
], ],

4
builder/pwnagotchi.yml
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@ -53,6 +53,10 @@
- triggerhappy - triggerhappy
- wpa_supplicant - wpa_supplicant
- nfs-common - nfs-common
- libraspberrypi0
- libraspberrypi-dev
- libraspberrypi-doc
- libraspberrypi-bin
install: install:
- rsync - rsync
- vim - vim

10
requirements.txt
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@ -3,10 +3,10 @@ requests==2.21.0
PyYAML==5.3.1 PyYAML==5.3.1
scapy==2.4.3 scapy==2.4.3
gym==0.14.0 gym==0.14.0
scipy==1.3.1 scipy
stable-baselines==2.7.0 stable-baselines==2.7.0
tensorflow==1.13.1 tensorflow==1.15.0
tensorflow-estimator==1.14.0 tensorflow-estimator==1.15.1
tweepy==3.7.0 tweepy==3.7.0
file-read-backwards==2.0.0 file-read-backwards==2.0.0
numpy==1.20.2 numpy==1.20.2
@ -15,6 +15,9 @@ smbus2==0.3.0
Pillow==5.4.1 Pillow==5.4.1
spidev==3.4 spidev==3.4
gast==0.2.2 gast==0.2.2
itsdangerous==1.1.0
markupsafe==1.1.1
Werkzeug==0.14.1
flask==1.0.2 flask==1.0.2
flask-cors==3.0.7 flask-cors==3.0.7
flask-wtf==0.14.3 flask-wtf==0.14.3
@ -22,3 +25,4 @@ dbus-python==1.2.12
toml==0.10.0 toml==0.10.0
python-dateutil==2.8.1 python-dateutil==2.8.1
websockets==8.1 websockets==8.1
RPi.GPIO